default search action
BibTeX records: Shie Mannor
@inproceedings{DBLP:conf/aaai/GadotDKELM24, author = {Uri Gadot and Esther Derman and Navdeep Kumar and Maxence Mohamed Elfatihi and Kfir Levy and Shie Mannor}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Solving Non-rectangular Reward-Robust MDPs via Frequency Regularization}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {21090--21098}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i19.30101}, doi = {10.1609/AAAI.V38I19.30101}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/GadotDKELM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/KumarALM24, author = {Navdeep Kumar and Priyank Agrawal and Kfir Yehuda Levy and Shie Mannor}, title = {Policy Gradient with Tree Search {(PGTS)} in Reinforcement Learning Evades Local Maxima}, booktitle = {The Second Tiny Papers Track at {ICLR} 2024, Tiny Papers @ {ICLR} 2024, Vienna, Austria, May 11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=61g5xxWOI6}, timestamp = {Fri, 26 Jul 2024 10:05:23 +0200}, biburl = {https://dblp.org/rec/conf/iclr/KumarALM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/KumarULM24, author = {Navdeep Kumar and Ilnura Usmanova and Kfir Yehuda Levy and Shie Mannor}, title = {Towards Faster Global Convergence of Robust Policy Gradient Methods}, booktitle = {The Second Tiny Papers Track at {ICLR} 2024, Tiny Papers @ {ICLR} 2024, Vienna, Austria, May 11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=JWviHsYSKn}, timestamp = {Fri, 26 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/KumarULM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/KumarWGLM24, author = {Navdeep Kumar and Kaixin Wang and Uri Gadot and Kfir Yehuda Levy and Shie Mannor}, title = {Learning the Uncertainty Set in Robust Markov Decision Process}, booktitle = {The Second Tiny Papers Track at {ICLR} 2024, Tiny Papers @ {ICLR} 2024, Vienna, Austria, May 11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=viHuAGGjqK}, timestamp = {Fri, 26 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/KumarWGLM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/KumarWPLM24, author = {Navdeep Kumar and Kaixin Wang and Utkarsh Pratiush and Kfir Yehuda Levy and Shie Mannor}, title = {Policy Gradient for Reinforcement Learning with General Utilities}, booktitle = {The Second Tiny Papers Track at {ICLR} 2024, Tiny Papers @ {ICLR} 2024, Vienna, Austria, May 11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=XsWA2y2TyI}, timestamp = {Fri, 26 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/KumarWPLM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ValensiDMD24, author = {David Valensi and Esther Derman and Shie Mannor and Gal Dalal}, title = {Tree Search-Based Policy Optimization under Stochastic Execution Delay}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=RaqZX9LSGA}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ValensiDMD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/CohenWKM24, author = {Lior Cohen and Kaixin Wang and Bingyi Kang and Shie Mannor}, title = {Improving Token-Based World Models with Parallel Observation Prediction}, booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=Lfp5Dk1xb6}, timestamp = {Mon, 02 Sep 2024 16:45:29 +0200}, biburl = {https://dblp.org/rec/conf/icml/CohenWKM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/DuWDM024, author = {Yihan Du and Anna Winnicki and Gal Dalal and Shie Mannor and R. Srikant}, title = {Exploration-Driven Policy Optimization in {RLHF:} Theoretical Insights on Efficient Data Utilization}, booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=hLGxDYo0eF}, timestamp = {Mon, 02 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/DuWDM024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/GadotWKLM24, author = {Uri Gadot and Kaixin Wang and Navdeep Kumar and Kfir Yehuda Levy and Shie Mannor}, title = {Bring Your Own (Non-Robust) Algorithm to Solve Robust MDPs by Estimating The Worst Kernel}, booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=UqoG0YRfQx}, timestamp = {Mon, 02 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/GadotWKLM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/KozdobaPM24, author = {Mark Kozdoba and Binyamin Perets and Shie Mannor}, title = {Sobolev Space Regularised Pre Density Models}, booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=PMASooqgoq}, timestamp = {Mon, 02 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/KozdobaPM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/KumarWLM24, author = {Navdeep Kumar and Kaixin Wang and Kfir Yehuda Levy and Shie Mannor}, title = {Efficient Value Iteration for s-rectangular Robust Markov Decision Processes}, booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=J4LTDgwAZq}, timestamp = {Mon, 02 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/KumarWLM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/KwonEMC24, author = {Jeongyeol Kwon and Yonathan Efroni and Shie Mannor and Constantine Caramanis}, title = {Prospective Side Information for Latent MDPs}, booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=p5FIjG9fbs}, timestamp = {Mon, 02 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/KwonEMC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-05643, author = {Lior Cohen and Kaixin Wang and Bingyi Kang and Shie Mannor}, title = {Improving Token-Based World Models with Parallel Observation Prediction}, journal = {CoRR}, volume = {abs/2402.05643}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.05643}, doi = {10.48550/ARXIV.2402.05643}, eprinttype = {arXiv}, eprint = {2402.05643}, timestamp = {Wed, 14 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-05643.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-05950, author = {Nitsan Soffair and Dotan Di Castro and Orly Avner and Shie Mannor}, title = {{SQT} - std Q-target}, journal = {CoRR}, volume = {abs/2402.05950}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.05950}, doi = {10.48550/ARXIV.2402.05950}, eprinttype = {arXiv}, eprint = {2402.05950}, timestamp = {Fri, 16 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-05950.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-10342, author = {Yihan Du and Anna Winnicki and Gal Dalal and Shie Mannor and R. Srikant}, title = {Exploration-Driven Policy Optimization in {RLHF:} Theoretical Insights on Efficient Data Utilization}, journal = {CoRR}, volume = {abs/2402.10342}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.10342}, doi = {10.48550/ARXIV.2402.10342}, eprinttype = {arXiv}, eprint = {2402.10342}, timestamp = {Mon, 26 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-10342.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-06806, author = {Navdeep Kumar and Yashaswini Murthy and Itai Shufaro and Kfir Y. Levy and R. Srikant and Shie Mannor}, title = {On the Global Convergence of Policy Gradient in Average Reward Markov Decision Processes}, journal = {CoRR}, volume = {abs/2403.06806}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.06806}, doi = {10.48550/ARXIV.2403.06806}, eprinttype = {arXiv}, eprint = {2403.06806}, timestamp = {Thu, 04 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-06806.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-05440, author = {David Valensi and Esther Derman and Shie Mannor and Gal Dalal}, title = {Tree Search-Based Policy Optimization under Stochastic Execution Delay}, journal = {CoRR}, volume = {abs/2404.05440}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.05440}, doi = {10.48550/ARXIV.2404.05440}, eprinttype = {arXiv}, eprint = {2404.05440}, timestamp = {Wed, 15 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-05440.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-16581, author = {Itai Shufaro and Nadav Merlis and Nir Weinberger and Shie Mannor}, title = {On Bits and Bandits: Quantifying the Regret-Information Trade-off}, journal = {CoRR}, volume = {abs/2405.16581}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.16581}, doi = {10.48550/ARXIV.2405.16581}, eprinttype = {arXiv}, eprint = {2405.16581}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-16581.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-01389, author = {Jeongyeol Kwon and Shie Mannor and Constantine Caramanis and Yonathan Efroni}, title = {{RL} in Latent MDPs is Tractable: Online Guarantees via Off-Policy Evaluation}, journal = {CoRR}, volume = {abs/2406.01389}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.01389}, doi = {10.48550/ARXIV.2406.01389}, eprinttype = {arXiv}, eprint = {2406.01389}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-01389.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-18237, author = {Assaf Hallak and Gal Dalal and Chen Tessler and Kelly Guo and Shie Mannor and Gal Chechik}, title = {PlaMo: Plan and Move in Rich 3D Physical Environments}, journal = {CoRR}, volume = {abs/2406.18237}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.18237}, doi = {10.48550/ARXIV.2406.18237}, eprinttype = {arXiv}, eprint = {2406.18237}, timestamp = {Mon, 22 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-18237.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/LutterBMFGP23, author = {Michael Lutter and Boris Belousov and Shie Mannor and Dieter Fox and Animesh Garg and Jan Peters}, title = {Continuous-Time Fitted Value Iteration for Robust Policies}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {45}, number = {5}, pages = {5534--5548}, year = {2023}, url = {https://doi.org/10.1109/TPAMI.2022.3215769}, doi = {10.1109/TPAMI.2022.3215769}, timestamp = {Sat, 29 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/LutterBMFGP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/0002HMCD23, author = {Aviv Rosenberg and Assaf Hallak and Shie Mannor and Gal Chechik and Gal Dalal}, editor = {Brian Williams and Yiling Chen and Jennifer Neville}, title = {Planning and Learning with Adaptive Lookahead}, booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI} 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February 7-14, 2023}, pages = {9606--9613}, publisher = {{AAAI} Press}, year = {2023}, url = {https://doi.org/10.1609/aaai.v37i8.26149}, doi = {10.1609/AAAI.V37I8.26149}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/0002HMCD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/KhannaTMMT23, author = {Pranav Khanna and Guy Tennenholtz and Nadav Merlis and Shie Mannor and Chen Tessler}, editor = {Noa Agmon and Bo An and Alessandro Ricci and William Yeoh}, title = {Never Worse, Mostly Better: Stable Policy Improvement in Deep Reinforcement Learning}, booktitle = {Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2023, London, United Kingdom, 29 May 2023 - 2 June 2023}, pages = {2430--2432}, publisher = {{ACM}}, year = {2023}, url = {https://dl.acm.org/doi/10.5555/3545946.3598957}, doi = {10.5555/3545946.3598957}, timestamp = {Tue, 23 May 2023 14:27:14 +0200}, biburl = {https://dblp.org/rec/conf/atal/KhannaTMMT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccgrid/FuhrerSTMCZD23, author = {Benjamin Fuhrer and Yuval Shpigelman and Chen Tessler and Shie Mannor and Gal Chechik and Eitan Zahavi and Gal Dalal}, editor = {Yogesh Simmhan and Ilkay Altintas and Ana Lucia Varbanescu and Pavan Balaji and Abhinandan S. Prasad and Lorenzo Carnevale}, title = {Implementing Reinforcement Learning Datacenter Congestion Control in {NVIDIA} NICs}, booktitle = {23rd {IEEE/ACM} International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2023, Bangalore, India, May 1-4, 2023}, pages = {331--343}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/CCGrid57682.2023.00039}, doi = {10.1109/CCGRID57682.2023.00039}, timestamp = {Fri, 21 Jul 2023 22:25:52 +0200}, biburl = {https://dblp.org/rec/conf/ccgrid/FuhrerSTMCZD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/AtzmonMMC23, author = {Yuval Atzmon and Eli A. Meirom and Shie Mannor and Gal Chechik}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {Learning to Initiate and Reason in Event-Driven Cascading Processes}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {1218--1243}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/atzmon23a.html}, timestamp = {Mon, 28 Aug 2023 17:23:08 +0200}, biburl = {https://dblp.org/rec/conf/icml/AtzmonMMC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/KwonECM23, author = {Jeongyeol Kwon and Yonathan Efroni and Constantine Caramanis and Shie Mannor}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {Reward-Mixing MDPs with Few Latent Contexts are Learnable}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {18057--18082}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/kwon23b.html}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/KwonECM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/NabatiTM23, author = {Ofir Nabati and Guy Tennenholtz and Shie Mannor}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {Representation-Driven Reinforcement Learning}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {25588--25603}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/nabati23a.html}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/NabatiTM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/PeretsKM23, author = {Binyamin Perets and Mark Kozdoba and Shie Mannor}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {Learning Hidden Markov Models When the Locations of Missing Observations are Unknown}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {27642--27667}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/perets23a.html}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/PeretsKM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/WangZFM23, author = {Kaixin Wang and Daquan Zhou and Jiashi Feng and Shie Mannor}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {{PPG} Reloaded: An Empirical Study on What Matters in Phasic Policy Gradient}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {36694--36713}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/wang23aw.html}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/WangZFM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsys/FuBJDMSKBN23, author = {Yaosheng Fu and Evgeny Bolotin and Aamer Jaleel and Gal Dalal and Shie Mannor and Jacob Subag and Noam Korem and Michael Behar and David W. Nellans}, editor = {Dawn Song and Michael Carbin and Tianqi Chen}, title = {AutoScratch: ML-Optimized Cache Management for Inference-Oriented GPUs}, booktitle = {Proceedings of the Sixth Conference on Machine Learning and Systems, MLSys 2023, Miami, FL, USA, June 4-8, 2023}, publisher = {mlsys.org}, year = {2023}, url = {https://proceedings.mlsys.org/paper\_files/paper/2023/hash/9d32b9324a89001520ae456b9e5ec73b-Abstract-mlsys2023.html}, timestamp = {Fri, 28 Jun 2024 10:41:31 +0200}, biburl = {https://dblp.org/rec/conf/mlsys/FuBJDMSKBN23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BelogolovskyGEM23, author = {Stav Belogolovsky and Ido Greenberg and Danny Eytan and Shie Mannor}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Individualized Dosing Dynamics via Neural Eigen Decomposition}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/afc9f18089928eca34c347fee4757f72-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BelogolovskyGEM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GreenbergMCM23, author = {Ido Greenberg and Shie Mannor and Gal Chechik and Eli A. Meirom}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Train Hard, Fight Easy: Robust Meta Reinforcement Learning}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/d74e6bfe9ce029526e69db14d2c281ec-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/GreenbergMCM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GreenbergYM23, author = {Ido Greenberg and Netanel Yannay and Shie Mannor}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Optimization or Architecture: How to Hack Kalman Filtering}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/9dfcc83c01e94d02c751c47517855c9f-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/GreenbergYM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KumarDGLM23, author = {Navdeep Kumar and Esther Derman and Matthieu Geist and Kfir Y. Levy and Shie Mannor}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Policy Gradient for Rectangular Robust Markov Decision Processes}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/ba8aee784ffe0813890288b334444eda-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/KumarDGLM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/siggraph/TesslerKGMCP23, author = {Chen Tessler and Yoni Kasten and Yunrong Guo and Shie Mannor and Gal Chechik and Xue Bin Peng}, editor = {Erik Brunvand and Alla Sheffer and Michael Wimmer}, title = {{CALM:} Conditional Adversarial Latent Models for Directable Virtual Characters}, booktitle = {{ACM} {SIGGRAPH} 2023 Conference Proceedings, {SIGGRAPH} 2023, Los Angeles, CA, USA, August 6-10, 2023}, pages = {37:1--37:9}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3588432.3591541}, doi = {10.1145/3588432.3591541}, timestamp = {Sat, 05 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/siggraph/TesslerKGMCP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-01320, author = {Shie Mannor and Aviv Tamar}, title = {Towards Deployable {RL} - What's Broken with {RL} Research and a Potential Fix}, journal = {CoRR}, volume = {abs/2301.01320}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.01320}, doi = {10.48550/ARXIV.2301.01320}, eprinttype = {arXiv}, eprint = {2301.01320}, timestamp = {Tue, 10 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-01320.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-11147, author = {Ido Greenberg and Shie Mannor and Gal Chechik and Eli A. Meirom}, title = {Train Hard, Fight Easy: Robust Meta Reinforcement Learning}, journal = {CoRR}, volume = {abs/2301.11147}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.11147}, doi = {10.48550/ARXIV.2301.11147}, eprinttype = {arXiv}, eprint = {2301.11147}, timestamp = {Tue, 31 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-11147.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-13236, author = {Gal Dalal and Assaf Hallak and Gugan Thoppe and Shie Mannor and Gal Chechik}, title = {SoftTreeMax: Exponential Variance Reduction in Policy Gradient via Tree Search}, journal = {CoRR}, volume = {abs/2301.13236}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.13236}, doi = {10.48550/ARXIV.2301.13236}, eprinttype = {arXiv}, eprint = {2301.13236}, timestamp = {Thu, 02 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-13236.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-13589, author = {Navdeep Kumar and Esther Derman and Matthieu Geist and Kfir Levy and Shie Mannor}, title = {Policy Gradient for s-Rectangular Robust Markov Decision Processes}, journal = {CoRR}, volume = {abs/2301.13589}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.13589}, doi = {10.48550/ARXIV.2301.13589}, eprinttype = {arXiv}, eprint = {2301.13589}, timestamp = {Thu, 02 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-13589.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-13642, author = {Navdeep Kumar and Kfir Levy and Kaixin Wang and Shie Mannor}, title = {An Efficient Solution to s-Rectangular Robust Markov Decision Processes}, journal = {CoRR}, volume = {abs/2301.13642}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.13642}, doi = {10.48550/ARXIV.2301.13642}, eprinttype = {arXiv}, eprint = {2301.13642}, timestamp = {Thu, 02 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-13642.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-06654, author = {Esther Derman and Yevgeniy Men and Matthieu Geist and Shie Mannor}, title = {Twice Regularized Markov Decision Processes: The Equivalence between Robustness and Regularization}, journal = {CoRR}, volume = {abs/2303.06654}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.06654}, doi = {10.48550/ARXIV.2303.06654}, eprinttype = {arXiv}, eprint = {2303.06654}, timestamp = {Thu, 16 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-06654.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-02195, author = {Chen Tessler and Yoni Kasten and Yunrong Guo and Shie Mannor and Gal Chechik and Xue Bin Peng}, title = {{CALM:} Conditional Adversarial Latent Models for Directable Virtual Characters}, journal = {CoRR}, volume = {abs/2305.02195}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.02195}, doi = {10.48550/ARXIV.2305.02195}, eprinttype = {arXiv}, eprint = {2305.02195}, timestamp = {Fri, 05 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-02195.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-19922, author = {Ofir Nabati and Guy Tennenholtz and Shie Mannor}, title = {Representation-Driven Reinforcement Learning}, journal = {CoRR}, volume = {abs/2305.19922}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.19922}, doi = {10.48550/ARXIV.2305.19922}, eprinttype = {arXiv}, eprint = {2305.19922}, timestamp = {Wed, 07 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-19922.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-05859, author = {Kaixin Wang and Uri Gadot and Navdeep Kumar and Kfir Levy and Shie Mannor}, title = {Robust Reinforcement Learning via Adversarial Kernel Approximation}, journal = {CoRR}, volume = {abs/2306.05859}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.05859}, doi = {10.48550/ARXIV.2306.05859}, eprinttype = {arXiv}, eprint = {2306.05859}, timestamp = {Wed, 14 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-05859.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-14020, author = {Stav Belogolovsky and Ido Greenberg and Danny Eytan and Shie Mannor}, title = {Individualized Dosing Dynamics via Neural Eigen Decomposition}, journal = {CoRR}, volume = {abs/2306.14020}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.14020}, doi = {10.48550/ARXIV.2306.14020}, eprinttype = {arXiv}, eprint = {2306.14020}, timestamp = {Tue, 27 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-14020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-13763, author = {Mark Kozdoba and Binyamin Perets and Shie Mannor}, title = {Implicitly Normalized Explicitly Regularized Density Estimation}, journal = {CoRR}, volume = {abs/2307.13763}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.13763}, doi = {10.48550/ARXIV.2307.13763}, eprinttype = {arXiv}, eprint = {2307.13763}, timestamp = {Tue, 01 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-13763.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2309-01107, author = {Uri Gadot and Esther Derman and Navdeep Kumar and Maxence Mohamed Elfatihi and Kfir Levy and Shie Mannor}, title = {Solving Non-Rectangular Reward-Robust MDPs via Frequency Regularization}, journal = {CoRR}, volume = {abs/2309.01107}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2309.01107}, doi = {10.48550/ARXIV.2309.01107}, eprinttype = {arXiv}, eprint = {2309.01107}, timestamp = {Mon, 11 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2309-01107.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-00675, author = {Ido Greenberg and Netanel Yannay and Shie Mannor}, title = {Optimization or Architecture: How to Hack Kalman Filtering}, journal = {CoRR}, volume = {abs/2310.00675}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.00675}, doi = {10.48550/ARXIV.2310.00675}, eprinttype = {arXiv}, eprint = {2310.00675}, timestamp = {Wed, 18 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-00675.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-07596, author = {Jeongyeol Kwon and Yonathan Efroni and Shie Mannor and Constantine Caramanis}, title = {Prospective Side Information for Latent MDPs}, journal = {CoRR}, volume = {abs/2310.07596}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.07596}, doi = {10.48550/ARXIV.2310.07596}, eprinttype = {arXiv}, eprint = {2310.07596}, timestamp = {Tue, 24 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-07596.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigmetrics/TesslerSDMKFCM22, author = {Chen Tessler and Yuval Shpigelman and Gal Dalal and Amit Mandelbaum and Doron Haritan Kazakov and Benjamin Fuhrer and Gal Chechik and Shie Mannor}, title = {Reinforcement Learning for Datacenter Congestion Control}, journal = {{SIGMETRICS} Perform. Evaluation Rev.}, volume = {49}, number = {2}, pages = {43--46}, year = {2022}, url = {https://doi.org/10.1145/3512798.3512815}, doi = {10.1145/3512798.3512815}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sigmetrics/TesslerSDMKFCM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ShaniZM22, author = {Lior Shani and Tom Zahavy and Shie Mannor}, title = {Online Apprenticeship Learning}, booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI} 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22 - March 1, 2022}, pages = {8240--8248}, publisher = {{AAAI} Press}, year = {2022}, url = {https://doi.org/10.1609/aaai.v36i8.20798}, doi = {10.1609/AAAI.V36I8.20798}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ShaniZM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZoharMT22, author = {Roy Zohar and Shie Mannor and Guy Tennenholtz}, title = {Locality Matters: {A} Scalable Value Decomposition Approach for Cooperative Multi-Agent Reinforcement Learning}, booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI} 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22 - March 1, 2022}, pages = {9278--9285}, publisher = {{AAAI} Press}, year = {2022}, url = {https://doi.org/10.1609/aaai.v36i8.20915}, doi = {10.1609/AAAI.V36I8.20915}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ZoharMT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/TesslerSDMKFCM22, author = {Chen Tessler and Yuval Shpigelman and Gal Dalal and Amit Mandelbaum and Doron Haritan Kazakov and Benjamin Fuhrer and Gal Chechik and Shie Mannor}, title = {Reinforcement Learning for Datacenter Congestion Control}, booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI} 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22 - March 1, 2022}, pages = {12615--12621}, publisher = {{AAAI} Press}, year = {2022}, url = {https://doi.org/10.1609/aaai.v36i11.21535}, doi = {10.1609/AAAI.V36I11.21535}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/TesslerSDMKFCM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/corl/KarkusIM022, author = {P{\'{e}}ter Karkus and Boris Ivanovic and Shie Mannor and Marco Pavone}, editor = {Karen Liu and Dana Kulic and Jeffrey Ichnowski}, title = {DiffStack: {A} Differentiable and Modular Control Stack for Autonomous Vehicles}, booktitle = {Conference on Robot Learning, CoRL 2022, 14-18 December 2022, Auckland, New Zealand}, series = {Proceedings of Machine Learning Research}, volume = {205}, pages = {2170--2180}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v205/karkus23a.html}, timestamp = {Wed, 15 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/corl/KarkusIM022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icinco/Mannor22, author = {Shie Mannor}, editor = {Giuseppina Gini and Henk Nijmeijer and Wolfram Burgard and Dimitar P. Filev}, title = {Reinforcement Learning for Extended Intelligence}, booktitle = {Proceedings of the 19th International Conference on Informatics in Control, Automation and Robotics, {ICINCO} 2022, Lisbon, Portugal, July 14-16, 2022}, pages = {5}, publisher = {{SCITEPRESS}}, year = {2022}, timestamp = {Wed, 07 Jun 2023 09:12:13 +0200}, biburl = {https://dblp.org/rec/conf/icinco/Mannor22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/TennenholtzHDMC22, author = {Guy Tennenholtz and Assaf Hallak and Gal Dalal and Shie Mannor and Gal Chechik and Uri Shalit}, title = {On Covariate Shift of Latent Confounders in Imitation and Reinforcement Learning}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=w01vBAcewNX}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/TennenholtzHDMC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ShashuaMC22, author = {Shirli Di{-}Castro Shashua and Shie Mannor and Dotan Di Castro}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {Analysis of Stochastic Processes through Replay Buffers}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {5039--5060}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/di-castro22a.html}, timestamp = {Tue, 12 Jul 2022 17:36:52 +0200}, biburl = {https://dblp.org/rec/conf/icml/ShashuaMC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/KwonECM22, author = {Jeongyeol Kwon and Yonathan Efroni and Constantine Caramanis and Shie Mannor}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {Coordinated Attacks against Contextual Bandits: Fundamental Limits and Defense Mechanisms}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {11772--11789}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/kwon22a.html}, timestamp = {Tue, 12 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/KwonECM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/MeiromMMC22, author = {Eli A. Meirom and Haggai Maron and Shie Mannor and Gal Chechik}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {Optimizing Tensor Network Contraction Using Reinforcement Learning}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {15278--15292}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/meirom22a.html}, timestamp = {Tue, 12 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/MeiromMMC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/WangKZHFM22, author = {Kaixin Wang and Navdeep Kumar and Kuangqi Zhou and Bryan Hooi and Jiashi Feng and Shie Mannor}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {The Geometry of Robust Value Functions}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {22727--22751}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/wang22k.html}, timestamp = {Tue, 12 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/WangKZHFM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ZakiMGM22, author = {Mohammadi Zaki and Avi Mohan and Aditya Gopalan and Shie Mannor}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {Actor-Critic based Improper Reinforcement Learning}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {25867--25919}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/zaki22a.html}, timestamp = {Tue, 12 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/ZakiMGM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GreenbergCGM22, author = {Ido Greenberg and Yinlam Chow and Mohammad Ghavamzadeh and Shie Mannor}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Efficient Risk-Averse Reinforcement Learning}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/d2511dfb731fa336739782ba825cd98c-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/GreenbergCGM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KozdobaMMC22, author = {Mark Kozdoba and Edward Moroshko and Shie Mannor and Yacov Crammer}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Finite Sample Analysis Of Dynamic Regression Parameter Learning}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/9a0c3a83cadca7c5a7355074ae5a7569-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/KozdobaMMC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KwonECM22, author = {Jeongyeol Kwon and Yonathan Efroni and Constantine Caramanis and Shie Mannor}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Tractable Optimality in Episodic Latent MABs}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/95a6fcdc0c8458baa9c6e14736a644f8-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/KwonECM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/TennenholtzM22, author = {Guy Tennenholtz and Shie Mannor}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Uncertainty Estimation Using Riemannian Model Dynamics for Offline Reinforcement Learning}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/78e36c70d5051e9e271b00289624d709-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/TennenholtzM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/TennenholtzMSMS22, author = {Guy Tennenholtz and Nadav Merlis and Lior Shani and Shie Mannor and Uri Shalit and Gal Chechik and Assaf Hallak and Gal Dalal}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Reinforcement Learning with a Terminator}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/e83b86156555ab9692743f9f8f67adf1-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/TennenholtzMSMS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2201-12403, author = {Aviv Rosenberg and Assaf Hallak and Shie Mannor and Gal Chechik and Gal Dalal}, title = {Planning and Learning with Adaptive Lookahead}, journal = {CoRR}, volume = {abs/2201.12403}, year = {2022}, url = {https://arxiv.org/abs/2201.12403}, eprinttype = {arXiv}, eprint = {2201.12403}, timestamp = {Wed, 02 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2201-12403.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2201-12700, author = {Jeongyeol Kwon and Yonathan Efroni and Constantine Caramanis and Shie Mannor}, title = {Coordinated Attacks against Contextual Bandits: Fundamental Limits and Defense Mechanisms}, journal = {CoRR}, volume = {abs/2201.12700}, year = {2022}, url = {https://arxiv.org/abs/2201.12700}, eprinttype = {arXiv}, eprint = {2201.12700}, timestamp = {Wed, 02 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2201-12700.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2201-12929, author = {Kaixin Wang and Navdeep Kumar and Kuangqi Zhou and Bryan Hooi and Jiashi Feng and Shie Mannor}, title = {The Geometry of Robust Value Functions}, journal = {CoRR}, volume = {abs/2201.12929}, year = {2022}, url = {https://arxiv.org/abs/2201.12929}, eprinttype = {arXiv}, eprint = {2201.12929}, timestamp = {Wed, 02 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2201-12929.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-00117, author = {Stav Belogolovsky and Ido Greenberg and Danny Eytan and Shie Mannor}, title = {Continuous Forecasting via Neural Eigen Decomposition of Stochastic Dynamics}, journal = {CoRR}, volume = {abs/2202.00117}, year = {2022}, url = {https://arxiv.org/abs/2202.00117}, eprinttype = {arXiv}, eprint = {2202.00117}, timestamp = {Tue, 27 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-00117.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-01108, author = {Yuval Atzmon and Eli A. Meirom and Shie Mannor and Gal Chechik}, title = {Learning to reason about and to act on physical cascading events}, journal = {CoRR}, volume = {abs/2202.01108}, year = {2022}, url = {https://arxiv.org/abs/2202.01108}, eprinttype = {arXiv}, eprint = {2202.01108}, timestamp = {Wed, 09 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-01108.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-06527, author = {Binyamin Perets and Mark Kozdoba and Shie Mannor}, title = {Whats Missing? Learning Hidden Markov Models When the Locations of Missing Observations are Unknown}, journal = {CoRR}, volume = {abs/2203.06527}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.06527}, doi = {10.48550/ARXIV.2203.06527}, eprinttype = {arXiv}, eprint = {2203.06527}, timestamp = {Wed, 16 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-06527.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2204-09052, author = {Eli A. Meirom and Haggai Maron and Shie Mannor and Gal Chechik}, title = {Optimizing Tensor Network Contraction Using Reinforcement Learning}, journal = {CoRR}, volume = {abs/2204.09052}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2204.09052}, doi = {10.48550/ARXIV.2204.09052}, eprinttype = {arXiv}, eprint = {2204.09052}, timestamp = {Mon, 25 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2204-09052.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-05138, author = {Ido Greenberg and Yinlam Chow and Mohammad Ghavamzadeh and Shie Mannor}, title = {Efficient Risk-Averse Reinforcement Learning}, journal = {CoRR}, volume = {abs/2205.05138}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.05138}, doi = {10.48550/ARXIV.2205.05138}, eprinttype = {arXiv}, eprint = {2205.05138}, timestamp = {Tue, 17 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-05138.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-14327, author = {Navdeep Kumar and Kfir Levy and Kaixin Wang and Shie Mannor}, title = {Efficient Policy Iteration for Robust Markov Decision Processes via Regularization}, journal = {CoRR}, volume = {abs/2205.14327}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.14327}, doi = {10.48550/ARXIV.2205.14327}, eprinttype = {arXiv}, eprint = {2205.14327}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-14327.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-15376, author = {Guy Tennenholtz and Nadav Merlis and Lior Shani and Shie Mannor and Uri Shalit and Gal Chechik and Assaf Hallak and Gal Dalal}, title = {Reinforcement Learning with a Terminator}, journal = {CoRR}, volume = {abs/2205.15376}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.15376}, doi = {10.48550/ARXIV.2205.15376}, eprinttype = {arXiv}, eprint = {2205.15376}, timestamp = {Wed, 01 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-15376.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-12848, author = {Shirli Di{-}Castro Shashua and Shie Mannor and Dotan Di Castro}, title = {Analysis of Stochastic Processes through Replay Buffers}, journal = {CoRR}, volume = {abs/2206.12848}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.12848}, doi = {10.48550/ARXIV.2206.12848}, eprinttype = {arXiv}, eprint = {2206.12848}, timestamp = {Mon, 04 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-12848.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2207-02295, author = {Benjamin Fuhrer and Yuval Shpigelman and Chen Tessler and Shie Mannor and Gal Chechik and Eitan Zahavi and Gal Dalal}, title = {Implementing Reinforcement Learning Datacenter Congestion Control in {NVIDIA} NICs}, journal = {CoRR}, volume = {abs/2207.02295}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2207.02295}, doi = {10.48550/ARXIV.2207.02295}, eprinttype = {arXiv}, eprint = {2207.02295}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2207-02295.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2207-09090, author = {Mohammadi Zaki and Avinash Mohan and Aditya Gopalan and Shie Mannor}, title = {Actor-Critic based Improper Reinforcement Learning}, journal = {CoRR}, volume = {abs/2207.09090}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2207.09090}, doi = {10.48550/ARXIV.2207.09090}, eprinttype = {arXiv}, eprint = {2207.09090}, timestamp = {Mon, 25 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2207-09090.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-13966, author = {Gal Dalal and Assaf Hallak and Shie Mannor and Gal Chechik}, title = {SoftTreeMax: Policy Gradient with Tree Search}, journal = {CoRR}, volume = {abs/2209.13966}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.13966}, doi = {10.48550/ARXIV.2209.13966}, eprinttype = {arXiv}, eprint = {2209.13966}, timestamp = {Thu, 06 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-13966.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-00991, author = {Navdeep Kumar and Kaixin Wang and Kfir Levy and Shie Mannor}, title = {Policy Gradient for Reinforcement Learning with General Utilities}, journal = {CoRR}, volume = {abs/2210.00991}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.00991}, doi = {10.48550/ARXIV.2210.00991}, eprinttype = {arXiv}, eprint = {2210.00991}, timestamp = {Fri, 07 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-00991.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-02594, author = {Jeongyeol Kwon and Yonathan Efroni and Constantine Caramanis and Shie Mannor}, title = {Reward-Mixing MDPs with a Few Latent Contexts are Learnable}, journal = {CoRR}, volume = {abs/2210.02594}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.02594}, doi = {10.48550/ARXIV.2210.02594}, eprinttype = {arXiv}, eprint = {2210.02594}, timestamp = {Fri, 07 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-02594.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-03528, author = {Jeongyeol Kwon and Yonathan Efroni and Constantine Caramanis and Shie Mannor}, title = {Tractable Optimality in Episodic Latent MABs}, journal = {CoRR}, volume = {abs/2210.03528}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.03528}, doi = {10.48550/ARXIV.2210.03528}, eprinttype = {arXiv}, eprint = {2210.03528}, timestamp = {Wed, 12 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-03528.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2212-06437, author = {P{\'{e}}ter Karkus and Boris Ivanovic and Shie Mannor and Marco Pavone}, title = {DiffStack: {A} Differentiable and Modular Control Stack for Autonomous Vehicles}, journal = {CoRR}, volume = {abs/2212.06437}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2212.06437}, doi = {10.48550/ARXIV.2212.06437}, eprinttype = {arXiv}, eprint = {2212.06437}, timestamp = {Mon, 02 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2212-06437.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BelogolovskyKMT21, author = {Stav Belogolovsky and Philip Korsunsky and Shie Mannor and Chen Tessler and Tom Zahavy}, title = {Inverse reinforcement learning in contextual MDPs}, journal = {Mach. Learn.}, volume = {110}, number = {9}, pages = {2295--2334}, year = {2021}, url = {https://doi.org/10.1007/s10994-021-05984-x}, doi = {10.1007/S10994-021-05984-X}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BelogolovskyKMT21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/EfroniMM21, author = {Yonathan Efroni and Nadav Merlis and Shie Mannor}, title = {Reinforcement Learning with Trajectory Feedback}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {7288--7295}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i8.16895}, doi = {10.1609/AAAI.V35I8.16895}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/EfroniMM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/MerlisM21, author = {Nadav Merlis and Shie Mannor}, title = {Lenient Regret for Multi-Armed Bandits}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {8950--8957}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i10.17082}, doi = {10.1609/AAAI.V35I10.17082}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/MerlisM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amcc/MohanMK21, author = {Avi Mohan and Shie Mannor and Arman C. Kizilkale}, title = {On the Volatility of Optimal Control Policies of a Class of Linear Quadratic Regulators}, booktitle = {2021 American Control Conference, {ACC} 2021, New Orleans, LA, USA, May 25-28, 2021}, pages = {4533--4540}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.23919/ACC50511.2021.9482645}, doi = {10.23919/ACC50511.2021.9482645}, timestamp = {Fri, 30 Jul 2021 11:11:12 +0200}, biburl = {https://dblp.org/rec/conf/amcc/MohanMK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/PonyNM21, author = {Roi Pony and Itay Naeh and Shie Mannor}, title = {Over-the-Air Adversarial Flickering Attacks Against Video Recognition Networks}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2021, virtual, June 19-25, 2021}, pages = {515--524}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2021}, url = {https://openaccess.thecvf.com/content/CVPR2021/html/Pony\_Over-the-Air\_Adversarial\_Flickering\_Attacks\_Against\_Video\_Recognition\_Networks\_CVPR\_2021\_paper.html}, doi = {10.1109/CVPR46437.2021.00058}, timestamp = {Mon, 18 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/PonyNM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/DermanDM21, author = {Esther Derman and Gal Dalal and Shie Mannor}, title = {Acting in Delayed Environments with Non-Stationary Markov Policies}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=j1RMMKeP2gR}, timestamp = {Wed, 23 Jun 2021 17:36:39 +0200}, biburl = {https://dblp.org/rec/conf/iclr/DermanDM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/KhadkaAMBMMHTM21, author = {Shauharda Khadka and Estelle Aflalo and Mattias Marder and Avrech Ben{-}David and Santiago Miret and Shie Mannor and Tamir Hazan and Hanlin Tang and Somdeb Majumdar}, title = {Optimizing Memory Placement using Evolutionary Graph Reinforcement Learning}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=-6vS\_4Kfz0}, timestamp = {Wed, 23 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/KhadkaAMBMMHTM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/EfroniMSM21, author = {Yonathan Efroni and Nadav Merlis and Aadirupa Saha and Shie Mannor}, editor = {Marina Meila and Tong Zhang}, title = {Confidence-Budget Matching for Sequential Budgeted Learning}, booktitle = {Proceedings of the 38th International Conference on Machine Learning, {ICML} 2021, 18-24 July 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {139}, pages = {2937--2947}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/efroni21a.html}, timestamp = {Wed, 25 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/EfroniMSM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/GreenbergM21, author = {Ido Greenberg and Shie Mannor}, editor = {Marina Meila and Tong Zhang}, title = {Detecting Rewards Deterioration in Episodic Reinforcement Learning}, booktitle = {Proceedings of the 38th International Conference on Machine Learning, {ICML} 2021, 18-24 July 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {139}, pages = {3842--3853}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/greenberg21a.html}, timestamp = {Wed, 25 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/GreenbergM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/LutterM0FG21, author = {Michael Lutter and Shie Mannor and Jan Peters and Dieter Fox and Animesh Garg}, editor = {Marina Meila and Tong Zhang}, title = {Value Iteration in Continuous Actions, States and Time}, booktitle = {Proceedings of the 38th International Conference on Machine Learning, {ICML} 2021, 18-24 July 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {139}, pages = {7224--7234}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/lutter21a.html}, timestamp = {Wed, 25 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/LutterM0FG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/MeiromMMC21, author = {Eli A. Meirom and Haggai Maron and Shie Mannor and Gal Chechik}, editor = {Marina Meila and Tong Zhang}, title = {Controlling Graph Dynamics with Reinforcement Learning and Graph Neural Networks}, booktitle = {Proceedings of the 38th International Conference on Machine Learning, {ICML} 2021, 18-24 July 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {139}, pages = {7565--7577}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/meirom21a.html}, timestamp = {Wed, 25 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/MeiromMMC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/NabatiZM21, author = {Ofir Nabati and Tom Zahavy and Shie Mannor}, editor = {Marina Meila and Tong Zhang}, title = {Online Limited Memory Neural-Linear Bandits with Likelihood Matching}, booktitle = {Proceedings of the 38th International Conference on Machine Learning, {ICML} 2021, 18-24 July 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {139}, pages = {7905--7915}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/nabati21a.html}, timestamp = {Wed, 25 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/NabatiZM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KwonECM21, author = {Jeongyeol Kwon and Yonathan Efroni and Constantine Caramanis and Shie Mannor}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Reinforcement Learning in Reward-Mixing MDPs}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {2253--2264}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/11f9e78e4899a78dedd439fc583b6693-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/KwonECM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DalalHDFMC21, author = {Gal Dalal and Assaf Hallak and Steven Dalton and Iuri Frosio and Shie Mannor and Gal Chechik}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {5518--5530}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/2bd235c31c97855b7ef2dc8b414779af-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/DalalHDFMC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ShashuaCM21, author = {Shirli Di{-}Castro Shashua and Dotan Di Castro and Shie Mannor}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Sim and Real: Better Together}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {6868--6880}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/36f4d832825380f102846560a5104c90-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/ShashuaCM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DermanGM21, author = {Esther Derman and Matthieu Geist and Shie Mannor}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Twice regularized MDPs and the equivalence between robustness and regularization}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {22274--22287}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/bb1443cc31d7396bf73e7858cea114e1-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/DermanGM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KwonECM21a, author = {Jeongyeol Kwon and Yonathan Efroni and Constantine Caramanis and Shie Mannor}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {{RL} for Latent MDPs: Regret Guarantees and a Lower Bound}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {24523--24534}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/cd755a6c6b699f3262bcc2aa46ab507e-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/KwonECM21a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/rss/LutterM0FG21, author = {Michael Lutter and Shie Mannor and Jan Peters and Dieter Fox and Animesh Garg}, editor = {Dylan A. Shell and Marc Toussaint and M. Ani Hsieh}, title = {Robust Value Iteration for Continuous Control Tasks}, booktitle = {Robotics: Science and Systems XVII, Virtual Event, July 12-16, 2021}, year = {2021}, url = {https://doi.org/10.15607/RSS.2021.XVII.007}, doi = {10.15607/RSS.2021.XVII.007}, timestamp = {Wed, 21 Jul 2021 17:07:17 +0200}, biburl = {https://dblp.org/rec/conf/rss/LutterM0FG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/BaramTM21, author = {Nir Baram and Guy Tennenholtz and Shie Mannor}, editor = {Cassio P. de Campos and Marloes H. Maathuis and Erik Quaeghebeur}, title = {Action redundancy in reinforcement learning}, booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021}, series = {Proceedings of Machine Learning Research}, volume = {161}, pages = {376--385}, publisher = {{AUAI} Press}, year = {2021}, url = {https://proceedings.mlr.press/v161/baram21a.html}, timestamp = {Fri, 17 Dec 2021 17:06:27 +0100}, biburl = {https://dblp.org/rec/conf/uai/BaramTM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/TennenholtzSME21, author = {Guy Tennenholtz and Uri Shalit and Shie Mannor and Yonathan Efroni}, editor = {Cassio P. de Campos and Marloes H. Maathuis and Erik Quaeghebeur}, title = {Bandits with partially observable confounded data}, booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021}, series = {Proceedings of Machine Learning Research}, volume = {161}, pages = {430--439}, publisher = {{AUAI} Press}, year = {2021}, url = {https://proceedings.mlr.press/v161/tennenholtz21a.html}, timestamp = {Fri, 17 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/TennenholtzSME21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/AgrawalMAMC21, author = {Harsh Agrawal and Eli A. Meirom and Yuval Atzmon and Shie Mannor and Gal Chechik}, editor = {Cassio P. de Campos and Marloes H. Maathuis and Erik Quaeghebeur}, title = {Known unknowns: Learning novel concepts using reasoning-by-elimination}, booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021}, series = {Proceedings of Machine Learning Research}, volume = {161}, pages = {504--514}, publisher = {{AUAI} Press}, year = {2021}, url = {https://proceedings.mlr.press/v161/agrawal21a.html}, timestamp = {Fri, 17 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/AgrawalMAMC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2101-11992, author = {Esther Derman and Gal Dalal and Shie Mannor}, title = {Acting in Delayed Environments with Non-Stationary Markov Policies}, journal = {CoRR}, volume = {abs/2101.11992}, year = {2021}, url = {https://arxiv.org/abs/2101.11992}, eprinttype = {arXiv}, eprint = {2101.11992}, timestamp = {Sun, 31 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2101-11992.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-03400, author = {Yonathan Efroni and Nadav Merlis and Aadirupa Saha and Shie Mannor}, title = {Confidence-Budget Matching for Sequential Budgeted Learning}, journal = {CoRR}, volume = {abs/2102.03400}, year = {2021}, url = {https://arxiv.org/abs/2102.03400}, eprinttype = {arXiv}, eprint = {2102.03400}, timestamp = {Wed, 10 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-03400.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-03799, author = {Ofir Nabati and Tom Zahavy and Shie Mannor}, title = {Online Limited Memory Neural-Linear Bandits with Likelihood Matching}, journal = {CoRR}, volume = {abs/2102.03799}, year = {2021}, url = {https://arxiv.org/abs/2102.03799}, eprinttype = {arXiv}, eprint = {2102.03799}, timestamp = {Wed, 10 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-03799.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-03802, author = {Mark Kozdoba and Shie Mannor}, title = {Dimension Free Generalization Bounds for Non Linear Metric Learning}, journal = {CoRR}, volume = {abs/2102.03802}, year = {2021}, url = {https://arxiv.org/abs/2102.03802}, eprinttype = {arXiv}, eprint = {2102.03802}, timestamp = {Wed, 10 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-03802.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-04939, author = {Jeongyeol Kwon and Yonathan Efroni and Constantine Caramanis and Shie Mannor}, title = {{RL} for Latent MDPs: Regret Guarantees and a Lower Bound}, journal = {CoRR}, volume = {abs/2102.04939}, year = {2021}, url = {https://arxiv.org/abs/2102.04939}, eprinttype = {arXiv}, eprint = {2102.04939}, timestamp = {Thu, 18 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-04939.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-06924, author = {Lior Shani and Tom Zahavy and Shie Mannor}, title = {Online Apprenticeship Learning}, journal = {CoRR}, volume = {abs/2102.06924}, year = {2021}, url = {https://arxiv.org/abs/2102.06924}, eprinttype = {arXiv}, eprint = {2102.06924}, timestamp = {Thu, 18 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-06924.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-08201, author = {Mohammadi Zaki and Avinash Mohan and Aditya Gopalan and Shie Mannor}, title = {Improper Learning with Gradient-based Policy Optimization}, journal = {CoRR}, volume = {abs/2102.08201}, year = {2021}, url = {https://arxiv.org/abs/2102.08201}, eprinttype = {arXiv}, eprint = {2102.08201}, timestamp = {Fri, 19 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-08201.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-09337, author = {Chen Tessler and Yuval Shpigelman and Gal Dalal and Amit Mandelbaum and Doron Haritan Kazakov and Benjamin Fuhrer and Gal Chechik and Shie Mannor}, title = {Reinforcement Learning for Datacenter Congestion Control}, journal = {CoRR}, volume = {abs/2102.09337}, year = {2021}, url = {https://arxiv.org/abs/2102.09337}, eprinttype = {arXiv}, eprint = {2102.09337}, timestamp = {Wed, 24 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-09337.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-11327, author = {Guy Tennenholtz and Nir Baram and Shie Mannor}, title = {{GELATO:} Geometrically Enriched Latent Model for Offline Reinforcement Learning}, journal = {CoRR}, volume = {abs/2102.11327}, year = {2021}, url = {https://arxiv.org/abs/2102.11327}, eprinttype = {arXiv}, eprint = {2102.11327}, timestamp = {Wed, 24 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-11327.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-11329, author = {Nir Baram and Guy Tennenholtz and Shie Mannor}, title = {Action Redundancy in Reinforcement Learning}, journal = {CoRR}, volume = {abs/2102.11329}, year = {2021}, url = {https://arxiv.org/abs/2102.11329}, eprinttype = {arXiv}, eprint = {2102.11329}, timestamp = {Wed, 24 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-11329.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-10176, author = {Nir Baram and Guy Tennenholtz and Shie Mannor}, title = {Maximum Entropy Reinforcement Learning with Mixture Policies}, journal = {CoRR}, volume = {abs/2103.10176}, year = {2021}, url = {https://arxiv.org/abs/2103.10176}, eprinttype = {arXiv}, eprint = {2103.10176}, timestamp = {Wed, 24 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-10176.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-02372, author = {Ido Greenberg and Shie Mannor and Netanel Yannay}, title = {Using Kalman Filter The Right Way: Noise Estimation Is Not Optimal}, journal = {CoRR}, volume = {abs/2104.02372}, year = {2021}, url = {https://arxiv.org/abs/2104.02372}, eprinttype = {arXiv}, eprint = {2104.02372}, timestamp = {Tue, 13 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-02372.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-00210, author = {Mohammadi Zaki and Avi Mohan and Aditya Gopalan and Shie Mannor}, title = {Better than the Best: Gradient-based Improper Reinforcement Learning for Network Scheduling}, journal = {CoRR}, volume = {abs/2105.00210}, year = {2021}, url = {https://arxiv.org/abs/2105.00210}, eprinttype = {arXiv}, eprint = {2105.00210}, timestamp = {Wed, 12 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-00210.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-04682, author = {Michael Lutter and Shie Mannor and Jan Peters and Dieter Fox and Animesh Garg}, title = {Value Iteration in Continuous Actions, States and Time}, journal = {CoRR}, volume = {abs/2105.04682}, year = {2021}, url = {https://arxiv.org/abs/2105.04682}, eprinttype = {arXiv}, eprint = {2105.04682}, timestamp = {Fri, 14 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-04682.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-12189, author = {Michael Lutter and Shie Mannor and Jan Peters and Dieter Fox and Animesh Garg}, title = {Robust Value Iteration for Continuous Control Tasks}, journal = {CoRR}, volume = {abs/2105.12189}, year = {2021}, url = {https://arxiv.org/abs/2105.12189}, eprinttype = {arXiv}, eprint = {2105.12189}, timestamp = {Tue, 01 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-12189.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-01715, author = {Assaf Hallak and Gal Dalal and Steven Dalton and Iuri Frosio and Shie Mannor and Gal Chechik}, title = {Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction}, journal = {CoRR}, volume = {abs/2107.01715}, year = {2021}, url = {https://arxiv.org/abs/2107.01715}, eprinttype = {arXiv}, eprint = {2107.01715}, timestamp = {Wed, 07 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-01715.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-10632, author = {Roy Zohar and Shie Mannor and Guy Tennenholtz}, title = {Locality Matters: {A} Scalable Value Decomposition Approach for Cooperative Multi-Agent Reinforcement Learning}, journal = {CoRR}, volume = {abs/2109.10632}, year = {2021}, url = {https://arxiv.org/abs/2109.10632}, eprinttype = {arXiv}, eprint = {2109.10632}, timestamp = {Mon, 27 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-10632.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-00445, author = {Shirli Di{-}Castro Shashua and Dotan Di Castro and Shie Mannor}, title = {Sim and Real: Better Together}, journal = {CoRR}, volume = {abs/2110.00445}, year = {2021}, url = {https://arxiv.org/abs/2110.00445}, eprinttype = {arXiv}, eprint = {2110.00445}, timestamp = {Mon, 25 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-00445.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-01954, author = {Michael Lutter and Boris Belousov and Shie Mannor and Dieter Fox and Animesh Garg and Jan Peters}, title = {Continuous-Time Fitted Value Iteration for Robust Policies}, journal = {CoRR}, volume = {abs/2110.01954}, year = {2021}, url = {https://arxiv.org/abs/2110.01954}, eprinttype = {arXiv}, eprint = {2110.01954}, timestamp = {Fri, 08 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-01954.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-03743, author = {Jeongyeol Kwon and Yonathan Efroni and Constantine Caramanis and Shie Mannor}, title = {Reinforcement Learning in Reward-Mixing MDPs}, journal = {CoRR}, volume = {abs/2110.03743}, year = {2021}, url = {https://arxiv.org/abs/2110.03743}, eprinttype = {arXiv}, eprint = {2110.03743}, timestamp = {Thu, 21 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-03743.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-05724, author = {Nadav Merlis and Yonathan Efroni and Shie Mannor}, title = {Dare not to Ask: Problem-Dependent Guarantees for Budgeted Bandits}, journal = {CoRR}, volume = {abs/2110.05724}, year = {2021}, url = {https://arxiv.org/abs/2110.05724}, eprinttype = {arXiv}, eprint = {2110.05724}, timestamp = {Thu, 21 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-05724.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-06267, author = {Esther Derman and Matthieu Geist and Shie Mannor}, title = {Twice regularized MDPs and the equivalence between robustness and regularization}, journal = {CoRR}, volume = {abs/2110.06267}, year = {2021}, url = {https://arxiv.org/abs/2110.06267}, eprinttype = {arXiv}, eprint = {2110.06267}, timestamp = {Fri, 22 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-06267.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-06539, author = {Guy Tennenholtz and Assaf Hallak and Gal Dalal and Shie Mannor and Gal Chechik and Uri Shalit}, title = {On Covariate Shift of Latent Confounders in Imitation and Reinforcement Learning}, journal = {CoRR}, volume = {abs/2110.06539}, year = {2021}, url = {https://arxiv.org/abs/2110.06539}, eprinttype = {arXiv}, eprint = {2110.06539}, timestamp = {Fri, 22 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-06539.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ShaniEM20, author = {Lior Shani and Yonathan Efroni and Shie Mannor}, title = {Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs}, booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020}, pages = {5668--5675}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i04.6021}, doi = {10.1609/AAAI.V34I04.6021}, timestamp = {Sat, 21 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ShaniEM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/TennenholtzSM20, author = {Guy Tennenholtz and Uri Shalit and Shie Mannor}, title = {Off-Policy Evaluation in Partially Observable Environments}, booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020}, pages = {10276--10283}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i06.6590}, doi = {10.1609/AAAI.V34I06.6590}, timestamp = {Sat, 21 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/TennenholtzSM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/alt/FontaineMP20, author = {Xavier Fontaine and Shie Mannor and Vianney Perchet}, editor = {Aryeh Kontorovich and Gergely Neu}, title = {An adaptive stochastic optimization algorithm for resource allocation}, booktitle = {Algorithmic Learning Theory, {ALT} 2020, 8-11 February 2020, San Diego, CA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {117}, pages = {319--363}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v117/fontaine20a.html}, timestamp = {Thu, 18 Jun 2020 11:48:49 +0200}, biburl = {https://dblp.org/rec/conf/alt/FontaineMP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/MerlisM20, author = {Nadav Merlis and Shie Mannor}, editor = {Jacob D. Abernethy and Shivani Agarwal}, title = {Tight Lower Bounds for Combinatorial Multi-Armed Bandits}, booktitle = {Conference on Learning Theory, {COLT} 2020, 9-12 July 2020, Virtual Event [Graz, Austria]}, series = {Proceedings of Machine Learning Research}, volume = {125}, pages = {2830--2857}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v125/merlis20a.html}, timestamp = {Fri, 27 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/colt/MerlisM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/FisherKM20, author = {Dan Fisher and Mark Kozdoba and Shie Mannor}, title = {Topic Modeling via Full Dependence Mixtures}, booktitle = {Proceedings of the 37th International Conference on Machine Learning, {ICML} 2020, 13-18 July 2020, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {119}, pages = {3188--3198}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/fisher20a.html}, timestamp = {Tue, 15 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/FisherKM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ShaniE0M20, author = {Lior Shani and Yonathan Efroni and Aviv Rosenberg and Shie Mannor}, title = {Optimistic Policy Optimization with Bandit Feedback}, booktitle = {Proceedings of the 37th International Conference on Machine Learning, {ICML} 2020, 13-18 July 2020, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {119}, pages = {8604--8613}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/shani20a.html}, timestamp = {Tue, 15 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/ShaniE0M20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/EfroniGM20, author = {Yonathan Efroni and Mohammad Ghavamzadeh and Shie Mannor}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {Online Planning with Lookahead Policies}, booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual}, year = {2020}, url = {https://proceedings.neurips.cc/paper/2020/hash/a18aa23ee676d7f5ffb34cf16df3e08c-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/EfroniGM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wacv/GandhiKCMSAKOM20, author = {Shreyansh Gandhi and Samrat Kokkula and Abon Chaudhuri and Alessandro Magnani and Theban Stanley and Behzad Ahmadi and Venkatesh Kandaswamy and Omer Ovenc and Shie Mannor}, title = {Scalable Detection of Offensive and Non-compliant Content / Logo in Product Images}, booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV} 2020, Snowmass Village, CO, USA, March 1-5, 2020}, pages = {2236--2245}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/WACV45572.2020.9093454}, doi = {10.1109/WACV45572.2020.9093454}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wacv/GandhiKCMSAKOM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-03327, author = {Chen Tessler and Shie Mannor}, title = {Maximizing the Total Reward via Reward Tweaking}, journal = {CoRR}, volume = {abs/2002.03327}, year = {2020}, url = {https://arxiv.org/abs/2002.03327}, eprinttype = {arXiv}, eprint = {2002.03327}, timestamp = {Wed, 12 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-03327.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-05123, author = {Itay Naeh and Roi Pony and Shie Mannor}, title = {Patternless Adversarial Attacks on Video Recognition Networks}, journal = {CoRR}, volume = {abs/2002.05123}, year = {2020}, url = {https://arxiv.org/abs/2002.05123}, eprinttype = {arXiv}, eprint = {2002.05123}, timestamp = {Fri, 14 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-05123.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-05392, author = {Nadav Merlis and Shie Mannor}, title = {Tight Lower Bounds for Combinatorial Multi-Armed Bandits}, journal = {CoRR}, volume = {abs/2002.05392}, year = {2020}, url = {https://arxiv.org/abs/2002.05392}, eprinttype = {arXiv}, eprint = {2002.05392}, timestamp = {Fri, 14 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-05392.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-06808, author = {Avinash Mohan and Shie Mannor and Arman C. Kizilkale}, title = {Price Volatility in Electricity Markets: {A} Stochastic Control Perspective}, journal = {CoRR}, volume = {abs/2002.06808}, year = {2020}, url = {https://arxiv.org/abs/2002.06808}, eprinttype = {arXiv}, eprint = {2002.06808}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-06808.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-07171, author = {Shirli Di{-}Castro Shashua and Shie Mannor}, title = {Kalman meets Bellman: Improving Policy Evaluation through Value Tracking}, journal = {CoRR}, volume = {abs/2002.07171}, year = {2020}, url = {https://arxiv.org/abs/2002.07171}, eprinttype = {arXiv}, eprint = {2002.07171}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-07171.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-08243, author = {Yonathan Efroni and Lior Shani and Aviv Rosenberg and Shie Mannor}, title = {Optimistic Policy Optimization with Bandit Feedback}, journal = {CoRR}, volume = {abs/2002.08243}, year = {2020}, url = {https://arxiv.org/abs/2002.08243}, eprinttype = {arXiv}, eprint = {2002.08243}, timestamp = {Thu, 05 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-08243.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-09864, author = {Daniel Teitelman and Itay Naeh and Shie Mannor}, title = {Stealing Black-Box Functionality Using The Deep Neural Tree Architecture}, journal = {CoRR}, volume = {abs/2002.09864}, year = {2020}, url = {https://arxiv.org/abs/2002.09864}, eprinttype = {arXiv}, eprint = {2002.09864}, timestamp = {Tue, 03 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-09864.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-02189, author = {Yonathan Efroni and Shie Mannor and Matteo Pirotta}, title = {Exploration-Exploitation in Constrained MDPs}, journal = {CoRR}, volume = {abs/2003.02189}, year = {2020}, url = {https://arxiv.org/abs/2003.02189}, eprinttype = {arXiv}, eprint = {2003.02189}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-02189.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-02894, author = {Esther Derman and Shie Mannor}, title = {Distributional Robustness and Regularization in Reinforcement Learning}, journal = {CoRR}, volume = {abs/2003.02894}, year = {2020}, url = {https://arxiv.org/abs/2003.02894}, eprinttype = {arXiv}, eprint = {2003.02894}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-02894.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-06731, author = {Guy Tennenholtz and Uri Shalit and Shie Mannor and Yonathan Efroni}, title = {Bandits with Partially Observable Offline Data}, journal = {CoRR}, volume = {abs/2006.06731}, year = {2020}, url = {https://arxiv.org/abs/2006.06731}, eprinttype = {arXiv}, eprint = {2006.06731}, timestamp = {Wed, 17 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-06731.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-07298, author = {Shauharda Khadka and Estelle Aflalo and Mattias Marder and Avrech Ben{-}David and Santiago Miret and Hanlin Tang and Shie Mannor and Tamir Hazan and Somdeb Majumdar}, title = {Optimizing Memory Placement using Evolutionary Graph Reinforcement Learning}, journal = {CoRR}, volume = {abs/2007.07298}, year = {2020}, url = {https://arxiv.org/abs/2007.07298}, eprinttype = {arXiv}, eprint = {2007.07298}, timestamp = {Tue, 21 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-07298.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-13232, author = {Asaf B. Cassel and Shie Mannor and Guy Tennenholtz}, title = {The Pendulum Arrangement: Maximizing the Escape Time of Heterogeneous Random Walks}, journal = {CoRR}, volume = {abs/2007.13232}, year = {2020}, url = {https://arxiv.org/abs/2007.13232}, eprinttype = {arXiv}, eprint = {2007.13232}, timestamp = {Sun, 03 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-13232.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2008-03959, author = {Nadav Merlis and Shie Mannor}, title = {Lenient Regret for Multi-Armed Bandits}, journal = {CoRR}, volume = {abs/2008.03959}, year = {2020}, url = {https://arxiv.org/abs/2008.03959}, eprinttype = {arXiv}, eprint = {2008.03959}, timestamp = {Fri, 14 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2008-03959.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2008-06036, author = {Yonathan Efroni and Nadav Merlis and Shie Mannor}, title = {Reinforcement Learning with Trajectory Feedback}, journal = {CoRR}, volume = {abs/2008.06036}, year = {2020}, url = {https://arxiv.org/abs/2008.06036}, eprinttype = {arXiv}, eprint = {2008.06036}, timestamp = {Mon, 17 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2008-06036.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-05313, author = {Eli A. Meirom and Haggai Maron and Shie Mannor and Gal Chechik}, title = {How to Stop Epidemics: Controlling Graph Dynamics with Reinforcement Learning and Graph Neural Networks}, journal = {CoRR}, volume = {abs/2010.05313}, year = {2020}, url = {https://arxiv.org/abs/2010.05313}, eprinttype = {arXiv}, eprint = {2010.05313}, timestamp = {Tue, 20 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-05313.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-11660, author = {Ido Greenberg and Shie Mannor}, title = {Drift Detection in Episodic Data: Detect When Your Agent Starts Faltering}, journal = {CoRR}, volume = {abs/2010.11660}, year = {2020}, url = {https://arxiv.org/abs/2010.11660}, eprinttype = {arXiv}, eprint = {2010.11660}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-11660.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2012-04210, author = {Ahmet Fatih Inci and Evgeny Bolotin and Yaosheng Fu and Gal Dalal and Shie Mannor and David W. Nellans and Diana Marculescu}, title = {The Architectural Implications of Distributed Reinforcement Learning on {CPU-GPU} Systems}, journal = {CoRR}, volume = {abs/2012.04210}, year = {2020}, url = {https://arxiv.org/abs/2012.04210}, eprinttype = {arXiv}, eprint = {2012.04210}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2012-04210.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ton/AvnerM19, author = {Orly Avner and Shie Mannor}, title = {Multi-User Communication Networks: {A} Coordinated Multi-Armed Bandit Approach}, journal = {{IEEE/ACM} Trans. Netw.}, volume = {27}, number = {6}, pages = {2192--2207}, year = {2019}, url = {https://doi.org/10.1109/TNET.2019.2935043}, doi = {10.1109/TNET.2019.2935043}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ton/AvnerM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/EfroniDSM19, author = {Yonathan Efroni and Gal Dalal and Bruno Scherrer and Shie Mannor}, title = {How to Combine Tree-Search Methods in Reinforcement Learning}, booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019}, pages = {3494--3501}, publisher = {{AAAI} Press}, year = {2019}, url = {https://doi.org/10.1609/aaai.v33i01.33013494}, doi = {10.1609/AAAI.V33I01.33013494}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/EfroniDSM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/KozdobaMTM19, author = {Mark Kozdoba and Jakub Marecek and Tigran T. Tchrakian and Shie Mannor}, title = {On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters}, booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019}, pages = {4098--4105}, publisher = {{AAAI} Press}, year = {2019}, url = {https://doi.org/10.1609/aaai.v33i01.33014098}, doi = {10.1609/AAAI.V33I01.33014098}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/KozdobaMTM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/MerlisM19, author = {Nadav Merlis and Shie Mannor}, editor = {Alina Beygelzimer and Daniel Hsu}, title = {Batch-Size Independent Regret Bounds for the Combinatorial Multi-Armed Bandit Problem}, booktitle = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix, AZ, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {99}, pages = {2465--2489}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v99/merlis19a.html}, timestamp = {Mon, 08 Jul 2019 16:13:41 +0200}, biburl = {https://dblp.org/rec/conf/colt/MerlisM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/TesslerMM19, author = {Chen Tessler and Daniel J. Mankowitz and Shie Mannor}, title = {Reward Constrained Policy Optimization}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=SkfrvsA9FX}, timestamp = {Thu, 25 Jul 2019 13:03:15 +0200}, biburl = {https://dblp.org/rec/conf/iclr/TesslerMM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/QuMX19, author = {Chao Qu and Shie Mannor and Huan Xu}, editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov}, title = {Nonlinear Distributional Gradient Temporal-Difference Learning}, booktitle = {Proceedings of the 36th International Conference on Machine Learning, {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {97}, pages = {5251--5260}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v97/qu19b.html}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/QuMX19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ShaniEM19, author = {Lior Shani and Yonathan Efroni and Shie Mannor}, editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov}, title = {Exploration Conscious Reinforcement Learning Revisited}, booktitle = {Proceedings of the 36th International Conference on Machine Learning, {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {97}, pages = {5680--5689}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v97/shani19a.html}, timestamp = {Tue, 11 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/ShaniEM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/TennenholtzM19, author = {Guy Tennenholtz and Shie Mannor}, editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov}, title = {The Natural Language of Actions}, booktitle = {Proceedings of the 36th International Conference on Machine Learning, {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {97}, pages = {6196--6205}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v97/tennenholtz19a.html}, timestamp = {Tue, 11 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/TennenholtzM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/TesslerEM19, author = {Chen Tessler and Yonathan Efroni and Shie Mannor}, editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov}, title = {Action Robust Reinforcement Learning and Applications in Continuous Control}, booktitle = {Proceedings of the 36th International Conference on Machine Learning, {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {97}, pages = {6215--6224}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v97/tessler19a.html}, timestamp = {Tue, 11 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/TesslerEM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/QuMXQSX19, author = {Chao Qu and Shie Mannor and Huan Xu and Yuan Qi and Le Song and Junwu Xiong}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Value Propagation for Decentralized Networked Deep Multi-agent Reinforcement Learning}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {1182--1191}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/8a0e1141fd37fa5b98d5bb769ba1a7cc-Abstract.html}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/QuMXQSX19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/TesslerTM19, author = {Chen Tessler and Guy Tennenholtz and Shie Mannor}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Distributional Policy Optimization: An Alternative Approach for Continuous Control}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {1350--1360}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/72da7fd6d1302c0a159f6436d01e9eb0-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/TesslerTM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/EfroniMGM19, author = {Yonathan Efroni and Nadav Merlis and Mohammad Ghavamzadeh and Shie Mannor}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Tight Regret Bounds for Model-Based Reinforcement Learning with Greedy Policies}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {12203--12213}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/25caef3a545a1fff2ff4055484f0e758-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/EfroniMGM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/DermanMMM19, author = {Esther Derman and Daniel J. Mankowitz and Timothy A. Mann and Shie Mannor}, editor = {Amir Globerson and Ricardo Silva}, title = {A Bayesian Approach to Robust Reinforcement Learning}, booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019}, series = {Proceedings of Machine Learning Research}, volume = {115}, pages = {648--658}, publisher = {{AUAI} Press}, year = {2019}, url = {http://proceedings.mlr.press/v115/derman20a.html}, timestamp = {Tue, 15 Dec 2020 17:40:18 +0100}, biburl = {https://dblp.org/rec/conf/uai/DermanMMM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1901-07860, author = {Shirli Di{-}Castro Shashua and Shie Mannor}, title = {Trust Region Value Optimization using Kalman Filtering}, journal = {CoRR}, volume = {abs/1901.07860}, year = {2019}, url = {http://arxiv.org/abs/1901.07860}, eprinttype = {arXiv}, eprint = {1901.07860}, timestamp = {Sat, 02 Feb 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1901-07860.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1901-08612, author = {Tom Zahavy and Shie Mannor}, title = {Deep Neural Linear Bandits: Overcoming Catastrophic Forgetting through Likelihood Matching}, journal = {CoRR}, volume = {abs/1901.08612}, year = {2019}, url = {http://arxiv.org/abs/1901.08612}, eprinttype = {arXiv}, eprint = {1901.08612}, timestamp = {Sat, 02 Feb 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1901-08612.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1901-09184, author = {Chen Tessler and Yonathan Efroni and Shie Mannor}, title = {Action Robust Reinforcement Learning and Applications in Continuous Control}, journal = {CoRR}, volume = {abs/1901.09184}, year = {2019}, url = {http://arxiv.org/abs/1901.09184}, eprinttype = {arXiv}, eprint = {1901.09184}, timestamp = {Sat, 02 Feb 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1901-09184.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1901-09326, author = {Chao Qu and Shie Mannor and Huan Xu and Yuan Qi and Le Song and Junwu Xiong}, title = {Value Propagation for Decentralized Networked Deep Multi-agent Reinforcement Learning}, journal = {CoRR}, volume = {abs/1901.09326}, year = {2019}, url = {http://arxiv.org/abs/1901.09326}, eprinttype = {arXiv}, eprint = {1901.09326}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1901-09326.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-01119, author = {Guy Tennenholtz and Shie Mannor}, title = {The Natural Language of Actions}, journal = {CoRR}, volume = {abs/1902.01119}, year = {2019}, url = {http://arxiv.org/abs/1902.01119}, eprinttype = {arXiv}, eprint = {1902.01119}, timestamp = {Tue, 21 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-01119.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-04376, author = {Xavier Fontaine and Shie Mannor and Vianney Perchet}, title = {A Problem-Adaptive Algorithm for Resource Allocation}, journal = {CoRR}, volume = {abs/1902.04376}, year = {2019}, url = {http://arxiv.org/abs/1902.04376}, eprinttype = {arXiv}, eprint = {1902.04376}, timestamp = {Tue, 21 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-04376.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-02234, author = {Shreyansh Gandhi and Samrat Kokkula and Abon Chaudhuri and Alessandro Magnani and Theban Stanley and Behzad Ahmadi and Venkatesh Kandaswamy and Omer Ovenc and Shie Mannor}, title = {Image Matters: Detecting Offensive and Non-Compliant Content / Logo in Product Images}, journal = {CoRR}, volume = {abs/1905.02234}, year = {2019}, url = {http://arxiv.org/abs/1905.02234}, eprinttype = {arXiv}, eprint = {1905.02234}, timestamp = {Mon, 27 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-02234.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-03125, author = {Nadav Merlis and Shie Mannor}, title = {Batch-Size Independent Regret Bounds for the Combinatorial Multi-Armed Bandit Problem}, journal = {CoRR}, volume = {abs/1905.03125}, year = {2019}, url = {http://arxiv.org/abs/1905.03125}, eprinttype = {arXiv}, eprint = {1905.03125}, timestamp = {Mon, 27 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-03125.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-08188, author = {Esther Derman and Daniel J. Mankowitz and Timothy A. Mann and Shie Mannor}, title = {A Bayesian Approach to Robust Reinforcement Learning}, journal = {CoRR}, volume = {abs/1905.08188}, year = {2019}, url = {http://arxiv.org/abs/1905.08188}, eprinttype = {arXiv}, eprint = {1905.08188}, timestamp = {Wed, 17 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-08188.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-09700, author = {Chen Tessler and Tom Zahavy and Deborah Cohen and Daniel J. Mankowitz and Shie Mannor}, title = {Action Assembly: Sparse Imitation Learning for Text Based Games with Combinatorial Action Spaces}, journal = {CoRR}, volume = {abs/1905.09700}, year = {2019}, url = {http://arxiv.org/abs/1905.09700}, eprinttype = {arXiv}, eprint = {1905.09700}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-09700.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-09710, author = {Philip Korsunsky and Stav Belogolovsky and Tom Zahavy and Chen Tessler and Shie Mannor}, title = {Inverse Reinforcement Learning in Contextual MDPs}, journal = {CoRR}, volume = {abs/1905.09710}, year = {2019}, url = {http://arxiv.org/abs/1905.09710}, eprinttype = {arXiv}, eprint = {1905.09710}, timestamp = {Mon, 03 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-09710.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-09855, author = {Chen Tessler and Guy Tennenholtz and Shie Mannor}, title = {Distributional Policy Optimization: An Alternative Approach for Continuous Control}, journal = {CoRR}, volume = {abs/1905.09855}, year = {2019}, url = {http://arxiv.org/abs/1905.09855}, eprinttype = {arXiv}, eprint = {1905.09855}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-09855.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-11527, author = {Yonathan Efroni and Nadav Merlis and Mohammad Ghavamzadeh and Shie Mannor}, title = {Tight Regret Bounds for Model-Based Reinforcement Learning with Greedy Policies}, journal = {CoRR}, volume = {abs/1905.11527}, year = {2019}, url = {http://arxiv.org/abs/1905.11527}, eprinttype = {arXiv}, eprint = {1905.11527}, timestamp = {Mon, 03 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-11527.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-05591, author = {Mark Kozdoba and Edward Moroshko and Shie Mannor and Koby Crammer}, title = {Variance Estimation For Online Regression via Spectrum Thresholding}, journal = {CoRR}, volume = {abs/1906.05591}, year = {2019}, url = {http://arxiv.org/abs/1906.05591}, eprinttype = {arXiv}, eprint = {1906.05591}, timestamp = {Mon, 24 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-05591.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-06181, author = {Dan Fisher and Mark Kozdoba and Shie Mannor}, title = {Topic Modeling via Full Dependence Mixtures}, journal = {CoRR}, volume = {abs/1906.06181}, year = {2019}, url = {http://arxiv.org/abs/1906.06181}, eprinttype = {arXiv}, eprint = {1906.06181}, timestamp = {Mon, 24 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-06181.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1908-08379, author = {Dotan Di Castro and Joel Oren and Shie Mannor}, title = {Practical Risk Measures in Reinforcement Learning}, journal = {CoRR}, volume = {abs/1908.08379}, year = {2019}, url = {http://arxiv.org/abs/1908.08379}, eprinttype = {arXiv}, eprint = {1908.08379}, timestamp = {Mon, 26 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1908-08379.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-02769, author = {Lior Shani and Yonathan Efroni and Shie Mannor}, title = {Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs}, journal = {CoRR}, volume = {abs/1909.02769}, year = {2019}, url = {http://arxiv.org/abs/1909.02769}, eprinttype = {arXiv}, eprint = {1909.02769}, timestamp = {Mon, 16 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-02769.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-03739, author = {Guy Tennenholtz and Shie Mannor and Uri Shalit}, title = {Off-Policy Evaluation in Partially Observable Environments}, journal = {CoRR}, volume = {abs/1909.03739}, year = {2019}, url = {http://arxiv.org/abs/1909.03739}, eprinttype = {arXiv}, eprint = {1909.03739}, timestamp = {Tue, 17 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-03739.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-04236, author = {Yonathan Efroni and Mohammad Ghavamzadeh and Shie Mannor}, title = {Multi-Step Greedy and Approximate Real Time Dynamic Programming}, journal = {CoRR}, volume = {abs/1909.04236}, year = {2019}, url = {http://arxiv.org/abs/1909.04236}, eprinttype = {arXiv}, eprint = {1909.04236}, timestamp = {Tue, 17 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-04236.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-01062, author = {Chen Tessler and Nadav Merlis and Shie Mannor}, title = {Stabilizing Off-Policy Reinforcement Learning with Conservative Policy Gradients}, journal = {CoRR}, volume = {abs/1910.01062}, year = {2019}, url = {http://arxiv.org/abs/1910.01062}, eprinttype = {arXiv}, eprint = {1910.01062}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-01062.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-02789, author = {Erez Schwartz and Guy Tennenholtz and Chen Tessler and Shie Mannor}, title = {Natural Language State Representation for Reinforcement Learning}, journal = {CoRR}, volume = {abs/1910.02789}, year = {2019}, url = {http://arxiv.org/abs/1910.02789}, eprinttype = {arXiv}, eprint = {1910.02789}, timestamp = {Wed, 09 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-02789.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/KozdobaM18, author = {Mark Kozdoba and Shie Mannor}, title = {Source Estimation in Time Series and the Surprising Resilience of HMMs}, journal = {{IEEE} Trans. Inf. Theory}, volume = {64}, number = {8}, pages = {5555--5569}, year = {2018}, url = {https://doi.org/10.1109/TIT.2018.2832050}, doi = {10.1109/TIT.2018.2832050}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tit/KozdobaM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnse/MeiromCMOS18, author = {Eli A. Meirom and Constantine Caramanis and Shie Mannor and Ariel Orda and Sanjay Shakkottai}, title = {Detecting Cascades from Weak Signatures}, journal = {{IEEE} Trans. Netw. Sci. Eng.}, volume = {5}, number = {4}, pages = {313--325}, year = {2018}, url = {https://doi.org/10.1109/TNSE.2017.2764444}, doi = {10.1109/TNSE.2017.2764444}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnse/MeiromCMOS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/DalalSTM18, author = {Gal Dalal and Bal{\'{a}}zs Sz{\"{o}}r{\'{e}}nyi and Gugan Thoppe and Shie Mannor}, editor = {Sheila A. McIlraith and Kilian Q. Weinberger}, title = {Finite Sample Analyses for {TD(0)} With Function Approximation}, booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}, pages = {6144--6160}, publisher = {{AAAI} Press}, year = {2018}, url = {https://doi.org/10.1609/aaai.v32i1.12079}, doi = {10.1609/AAAI.V32I1.12079}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/DalalSTM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/MankowitzMBPM18, author = {Daniel J. Mankowitz and Timothy A. Mann and Pierre{-}Luc Bacon and Doina Precup and Shie Mannor}, editor = {Sheila A. McIlraith and Kilian Q. Weinberger}, title = {Learning Robust Options}, booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}, pages = {6409--6416}, publisher = {{AAAI} Press}, year = {2018}, url = {https://doi.org/10.1609/aaai.v32i1.12115}, doi = {10.1609/AAAI.V32I1.12115}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/MankowitzMBPM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZahavyKMM18, author = {Tom Zahavy and Abhinandan Krishnan and Alessandro Magnani and Shie Mannor}, editor = {Sheila A. McIlraith and Kilian Q. Weinberger}, title = {Is a Picture Worth a Thousand Words? {A} Deep Multi-Modal Architecture for Product Classification in E-Commerce}, booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}, pages = {7873--7881}, publisher = {{AAAI} Press}, year = {2018}, url = {https://doi.org/10.1609/aaai.v32i1.11419}, doi = {10.1609/AAAI.V32I1.11419}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ZahavyKMM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/DalalTSM18, author = {Gal Dalal and Gugan Thoppe and Bal{\'{a}}zs Sz{\"{o}}r{\'{e}}nyi and Shie Mannor}, editor = {S{\'{e}}bastien Bubeck and Vianney Perchet and Philippe Rigollet}, title = {Finite Sample Analysis of Two-Timescale Stochastic Approximation with Applications to Reinforcement Learning}, booktitle = {Conference On Learning Theory, {COLT} 2018, Stockholm, Sweden, 6-9 July 2018}, series = {Proceedings of Machine Learning Research}, volume = {75}, pages = {1199--1233}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v75/dalal18a.html}, timestamp = {Wed, 03 Apr 2019 18:17:23 +0200}, biburl = {https://dblp.org/rec/conf/colt/DalalTSM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/CasselMZ18, author = {Asaf B. Cassel and Shie Mannor and Assaf Zeevi}, editor = {S{\'{e}}bastien Bubeck and Vianney Perchet and Philippe Rigollet}, title = {A General Approach to Multi-Armed Bandits Under Risk Criteria}, booktitle = {Conference On Learning Theory, {COLT} 2018, Stockholm, Sweden, 6-9 July 2018}, series = {Proceedings of Machine Learning Research}, volume = {75}, pages = {1295--1306}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v75/cassel18a.html}, timestamp = {Sun, 03 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/colt/CasselMZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/HaroushZMM18, author = {Matan Haroush and Tom Zahavy and Daniel J. Mankowitz and Shie Mannor}, title = {Learning How Not to Act in Text-based Games}, booktitle = {6th International Conference on Learning Representations, {ICLR} 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings}, publisher = {OpenReview.net}, year = {2018}, url = {https://openreview.net/forum?id=B1-tVX1Pz}, timestamp = {Thu, 04 Apr 2019 13:20:09 +0200}, biburl = {https://dblp.org/rec/conf/iclr/HaroushZMM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ZahavyKSFXM18, author = {Tom Zahavy and Bingyi Kang and Alex Sivak and Jiashi Feng and Huan Xu and Shie Mannor}, title = {Ensemble Robustness and Generalization of Stochastic Deep Learning Algorithms}, booktitle = {6th International Conference on Learning Representations, {ICLR} 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings}, publisher = {OpenReview.net}, year = {2018}, url = {https://openreview.net/forum?id=HyJf8QJDz}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/ZahavyKSFXM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/EfroniDSM18, author = {Yonathan Efroni and Gal Dalal and Bruno Scherrer and Shie Mannor}, editor = {Jennifer G. Dy and Andreas Krause}, title = {Beyond the One-Step Greedy Approach in Reinforcement Learning}, booktitle = {Proceedings of the 35th International Conference on Machine Learning, {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July 10-15, 2018}, series = {Proceedings of Machine Learning Research}, volume = {80}, pages = {1386--1395}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v80/efroni18a.html}, timestamp = {Wed, 03 Apr 2019 18:17:30 +0200}, biburl = {https://dblp.org/rec/conf/icml/EfroniDSM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isaim/DavidSGMS18, author = {Yahel David and Bal{\'{a}}zs Sz{\"{o}}r{\'{e}}nyi and Mohammad Ghavamzadeh and Shie Mannor and Nahum Shimkin}, title = {{PAC} Bandits with Risk Constraints}, booktitle = {International Symposium on Artificial Intelligence and Mathematics, {ISAIM} 2018, Fort Lauderdale, Florida, USA, January 3-5, 2018}, year = {2018}, url = {https://isaim2018.cs.ou.edu/papers/ISAIM2018\_ML\_David\_etal.pdf}, timestamp = {Wed, 20 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/isaim/DavidSGMS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ZahavyHMMM18, author = {Tom Zahavy and Matan Haroush and Nadav Merlis and Daniel J. Mankowitz and Shie Mannor}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {Learn What Not to Learn: Action Elimination with Deep Reinforcement Learning}, booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montr{\'{e}}al, Canada}, pages = {3566--3577}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/645098b086d2f9e1e0e939c27f9f2d6f-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/ZahavyHMMM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/EfroniDSM18, author = {Yonathan Efroni and Gal Dalal and Bruno Scherrer and Shie Mannor}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {Multiple-Step Greedy Policies in Approximate and Online Reinforcement Learning}, booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montr{\'{e}}al, Canada}, pages = {5244--5253}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/3f998e713a6e02287c374fd26835d87e-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/EfroniDSM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/DermanMMM18, author = {Esther Derman and Daniel J. Mankowitz and Timothy A. Mann and Shie Mannor}, editor = {Amir Globerson and Ricardo Silva}, title = {Soft-Robust Actor-Critic Policy-Gradient}, booktitle = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10, 2018}, pages = {208--218}, publisher = {{AUAI} Press}, year = {2018}, url = {http://auai.org/uai2018/proceedings/papers/70.pdf}, timestamp = {Wed, 09 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/DermanMMM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1801-00500, author = {Gal Dalal and Elad Gilboa and Shie Mannor and Louis Wehenkel}, title = {Chance-Constrained Outage Scheduling using a Machine Learning Proxy}, journal = {CoRR}, volume = {abs/1801.00500}, year = {2018}, url = {http://arxiv.org/abs/1801.00500}, eprinttype = {arXiv}, eprint = {1801.00500}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1801-00500.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1802-03236, author = {Daniel J. Mankowitz and Timothy A. Mann and Pierre{-}Luc Bacon and Doina Precup and Shie Mannor}, title = {Learning Robust Options}, journal = {CoRR}, volume = {abs/1802.03236}, year = {2018}, url = {http://arxiv.org/abs/1802.03236}, eprinttype = {arXiv}, eprint = {1802.03236}, timestamp = {Wed, 17 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1802-03236.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1802-03654, author = {Yonathan Efroni and Gal Dalal and Bruno Scherrer and Shie Mannor}, title = {Beyond the One Step Greedy Approach in Reinforcement Learning}, journal = {CoRR}, volume = {abs/1802.03654}, year = {2018}, url = {http://arxiv.org/abs/1802.03654}, eprinttype = {arXiv}, eprint = {1802.03654}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1802-03654.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1802-05846, author = {Guy Tennenholtz and Tom Zahavy and Shie Mannor}, title = {Train on Validation: Squeezing the Data Lemon}, journal = {CoRR}, volume = {abs/1802.05846}, year = {2018}, url = {http://arxiv.org/abs/1802.05846}, eprinttype = {arXiv}, eprint = {1802.05846}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1802-05846.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1803-04848, author = {Esther Derman and Daniel J. Mankowitz and Timothy A. Mann and Shie Mannor}, title = {Soft-Robust Actor-Critic Policy-Gradient}, journal = {CoRR}, volume = {abs/1803.04848}, year = {2018}, url = {http://arxiv.org/abs/1803.04848}, eprinttype = {arXiv}, eprint = {1803.04848}, timestamp = {Wed, 17 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1803-04848.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1803-06024, author = {Tom Zahavy and Alex Dikopoltsev and Oren Cohen and Shie Mannor and Mordechai Segev}, title = {Deep Learning Reconstruction of Ultra-Short Pulses}, journal = {CoRR}, volume = {abs/1803.06024}, year = {2018}, url = {http://arxiv.org/abs/1803.06024}, eprinttype = {arXiv}, eprint = {1803.06024}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1803-06024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1804-03958, author = {Mark Kozdoba and Shie Mannor}, title = {Interdependent Gibbs Samplers}, journal = {CoRR}, volume = {abs/1804.03958}, year = {2018}, url = {http://arxiv.org/abs/1804.03958}, eprinttype = {arXiv}, eprint = {1804.03958}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1804-03958.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-07732, author = {Chao Qu and Shie Mannor and Huan Xu}, title = {Nonlinear Distributional Gradient Temporal-Difference Learning}, journal = {CoRR}, volume = {abs/1805.07732}, year = {2018}, url = {http://arxiv.org/abs/1805.07732}, eprinttype = {arXiv}, eprint = {1805.07732}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-07732.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-07956, author = {Yonathan Efroni and Gal Dalal and Bruno Scherrer and Shie Mannor}, title = {Multiple-Step Greedy Policies in Online and Approximate Reinforcement Learning}, journal = {CoRR}, volume = {abs/1805.07956}, year = {2018}, url = {http://arxiv.org/abs/1805.07956}, eprinttype = {arXiv}, eprint = {1805.07956}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-07956.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-11074, author = {Chen Tessler and Daniel J. Mankowitz and Shie Mannor}, title = {Reward Constrained Policy Optimization}, journal = {CoRR}, volume = {abs/1805.11074}, year = {2018}, url = {http://arxiv.org/abs/1805.11074}, eprinttype = {arXiv}, eprint = {1805.11074}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-11074.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-01380, author = {Asaf B. Cassel and Shie Mannor and Assaf Zeevi}, title = {A General Approach to Multi-Armed Bandits Under Risk Criteria}, journal = {CoRR}, volume = {abs/1806.01380}, year = {2018}, url = {http://arxiv.org/abs/1806.01380}, eprinttype = {arXiv}, eprint = {1806.01380}, timestamp = {Sun, 03 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-01380.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1808-04875, author = {Orly Avner and Shie Mannor}, title = {Multi-user Communication Networks: {A} Coordinated Multi-armed Bandit Approach}, journal = {CoRR}, volume = {abs/1808.04875}, year = {2018}, url = {http://arxiv.org/abs/1808.04875}, eprinttype = {arXiv}, eprint = {1808.04875}, timestamp = {Sun, 02 Sep 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1808-04875.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-01843, author = {Yonathan Efroni and Gal Dalal and Bruno Scherrer and Shie Mannor}, title = {How to Combine Tree-Search Methods in Reinforcement Learning}, journal = {CoRR}, volume = {abs/1809.01843}, year = {2018}, url = {http://arxiv.org/abs/1809.01843}, eprinttype = {arXiv}, eprint = {1809.01843}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-01843.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-02121, author = {Tom Zahavy and Matan Haroush and Nadav Merlis and Daniel J. Mankowitz and Shie Mannor}, title = {Learn What Not to Learn: Action Elimination with Deep Reinforcement Learning}, journal = {CoRR}, volume = {abs/1809.02121}, year = {2018}, url = {http://arxiv.org/abs/1809.02121}, eprinttype = {arXiv}, eprint = {1809.02121}, timestamp = {Fri, 05 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-02121.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-05870, author = {Mark Kozdoba and Jakub Marecek and Tigran T. Tchrakian and Shie Mannor}, title = {On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters}, journal = {CoRR}, volume = {abs/1809.05870}, year = {2018}, url = {http://arxiv.org/abs/1809.05870}, eprinttype = {arXiv}, eprint = {1809.05870}, timestamp = {Fri, 05 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-05870.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-05872, author = {Nir Baram and Shie Mannor}, title = {Inspiration Learning through Preferences}, journal = {CoRR}, volume = {abs/1809.05872}, year = {2018}, url = {http://arxiv.org/abs/1809.05872}, eprinttype = {arXiv}, eprint = {1809.05872}, timestamp = {Fri, 05 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-05872.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-05551, author = {Lior Shani and Yonathan Efroni and Shie Mannor}, title = {Revisiting Exploration-Conscious Reinforcement Learning}, journal = {CoRR}, volume = {abs/1812.05551}, year = {2018}, url = {http://arxiv.org/abs/1812.05551}, eprinttype = {arXiv}, eprint = {1812.05551}, timestamp = {Tue, 01 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-05551.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-07010, author = {Mark Kozdoba and Edward Moroshko and Lior Shani and Takuya Takagi and Takashi Katoh and Shie Mannor and Koby Crammer}, title = {Multi Instance Learning For Unbalanced Data}, journal = {CoRR}, volume = {abs/1812.07010}, year = {2018}, url = {http://arxiv.org/abs/1812.07010}, eprinttype = {arXiv}, eprint = {1812.07010}, timestamp = {Tue, 01 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-07010.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jsac/MeiromMO17, author = {Eli A. Meirom and Shie Mannor and Ariel Orda}, title = {Strategic Formation of Heterogeneous Networks}, journal = {{IEEE} J. Sel. Areas Commun.}, volume = {35}, number = {3}, pages = {751--763}, year = {2017}, url = {https://doi.org/10.1109/JSAC.2017.2672339}, doi = {10.1109/JSAC.2017.2672339}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jsac/MeiromMO17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/SegevHMCE17, author = {Noam Segev and Maayan Harel and Shie Mannor and Koby Crammer and Ran El{-}Yaniv}, title = {Learn on Source, Refine on Target: {A} Model Transfer Learning Framework with Random Forests}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {39}, number = {9}, pages = {1811--1824}, year = {2017}, url = {https://doi.org/10.1109/TPAMI.2016.2618118}, doi = {10.1109/TPAMI.2016.2618118}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/SegevHMCE17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/siamcomp/AlonCGMMS17, author = {Noga Alon and Nicol{\`{o}} Cesa{-}Bianchi and Claudio Gentile and Shie Mannor and Yishay Mansour and Ohad Shamir}, title = {Nonstochastic Multi-Armed Bandits with Graph-Structured Feedback}, journal = {{SIAM} J. Comput.}, volume = {46}, number = {6}, pages = {1785--1826}, year = {2017}, url = {https://doi.org/10.1137/140989455}, doi = {10.1137/140989455}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/siamcomp/AlonCGMMS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tac/TamarCGM17, author = {Aviv Tamar and Yinlam Chow and Mohammad Ghavamzadeh and Shie Mannor}, title = {Sequential Decision Making With Coherent Risk}, journal = {{IEEE} Trans. Autom. Control.}, volume = {62}, number = {7}, pages = {3323--3338}, year = {2017}, url = {https://doi.org/10.1109/TAC.2016.2644871}, doi = {10.1109/TAC.2016.2644871}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tac/TamarCGM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/TesslerGZMM17, author = {Chen Tessler and Shahar Givony and Tom Zahavy and Daniel J. Mankowitz and Shie Mannor}, editor = {Satinder Singh and Shaul Markovitch}, title = {A Deep Hierarchical Approach to Lifelong Learning in Minecraft}, booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, {USA}}, pages = {1553--1561}, publisher = {{AAAI} Press}, year = {2017}, url = {https://doi.org/10.1609/aaai.v31i1.10744}, doi = {10.1609/AAAI.V31I1.10744}, timestamp = {Sat, 21 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/TesslerGZMM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/CohensiusMMMO17, author = {Gal Cohensius and Shie Mannor and Reshef Meir and Eli A. Meirom and Ariel Orda}, editor = {Kate Larson and Michael Winikoff and Sanmay Das and Edmund H. Durfee}, title = {Proxy Voting for Better Outcomes}, booktitle = {Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, {AAMAS} 2017, S{\~{a}}o Paulo, Brazil, May 8-12, 2017}, pages = {858--866}, publisher = {{ACM}}, year = {2017}, url = {http://dl.acm.org/citation.cfm?id=3091247}, timestamp = {Wed, 27 Sep 2017 07:24:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/CohensiusMMMO17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/VainsencherMX17, author = {Daniel Vainsencher and Shie Mannor and Huan Xu}, editor = {Satyen Kale and Ohad Shamir}, title = {Ignoring Is a Bliss: Learning with Large Noise Through Reweighting-Minimization}, booktitle = {Proceedings of the 30th Conference on Learning Theory, {COLT} 2017, Amsterdam, The Netherlands, 7-10 July 2017}, series = {Proceedings of Machine Learning Research}, volume = {65}, pages = {1849--1881}, publisher = {{PMLR}}, year = {2017}, url = {http://proceedings.mlr.press/v65/vainsencher17a.html}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/colt/VainsencherMX17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/BaramACM17, author = {Nir Baram and Oron Anschel and Itai Caspi and Shie Mannor}, editor = {Doina Precup and Yee Whye Teh}, title = {End-to-End Differentiable Adversarial Imitation Learning}, booktitle = {Proceedings of the 34th International Conference on Machine Learning, {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017}, series = {Proceedings of Machine Learning Research}, volume = {70}, pages = {390--399}, publisher = {{PMLR}}, year = {2017}, url = {http://proceedings.mlr.press/v70/baram17a.html}, timestamp = {Wed, 29 May 2019 08:41:45 +0200}, biburl = {https://dblp.org/rec/conf/icml/BaramACM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/Busa-FeketeSWM17, author = {R{\'{o}}bert Busa{-}Fekete and Bal{\'{a}}zs Sz{\"{o}}r{\'{e}}nyi and Paul Weng and Shie Mannor}, editor = {Doina Precup and Yee Whye Teh}, title = {Multi-objective Bandits: Optimizing the Generalized Gini Index}, booktitle = {Proceedings of the 34th International Conference on Machine Learning, {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017}, series = {Proceedings of Machine Learning Research}, volume = {70}, pages = {625--634}, publisher = {{PMLR}}, year = {2017}, url = {http://proceedings.mlr.press/v70/busa-fekete17a.html}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/Busa-FeketeSWM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/HallakM17, author = {Assaf Hallak and Shie Mannor}, editor = {Doina Precup and Yee Whye Teh}, title = {Consistent On-Line Off-Policy Evaluation}, booktitle = {Proceedings of the 34th International Conference on Machine Learning, {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017}, series = {Proceedings of Machine Learning Research}, volume = {70}, pages = {1372--1383}, publisher = {{PMLR}}, year = {2017}, url = {http://proceedings.mlr.press/v70/hallak17a.html}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/HallakM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/MannMP17, author = {Timothy A. Mann and Shie Mannor and Doina Precup}, editor = {Carles Sierra}, title = {Approximate Value Iteration with Temporally Extended Actions (Extended Abstract)}, booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August 19-25, 2017}, pages = {5035--5039}, publisher = {ijcai.org}, year = {2017}, url = {https://doi.org/10.24963/ijcai.2017/717}, doi = {10.24963/IJCAI.2017/717}, timestamp = {Tue, 20 Aug 2019 16:16:54 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/MannMP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isgt/CanyasseDM17, author = {Rapha{\"{e}}l Canyasse and Gal Dalal and Shie Mannor}, title = {Supervised learning for optimal power flow as a real-time proxy}, booktitle = {{IEEE} Power {\&} Energy Society Innovative Smart Grid Technologies Conference, {ISGT} 2017, Washington, DC, USA, April 23-26, 2017}, pages = {1--5}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ISGT.2017.8086083}, doi = {10.1109/ISGT.2017.8086083}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/isgt/CanyasseDM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LevineCM17, author = {Nir Levine and Koby Crammer and Shie Mannor}, editor = {Isabelle Guyon and Ulrike von Luxburg and Samy Bengio and Hanna M. Wallach and Rob Fergus and S. V. N. Vishwanathan and Roman Garnett}, title = {Rotting Bandits}, booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, {USA}}, pages = {3074--3083}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/97d98119037c5b8a9663cb21fb8ebf47-Abstract.html}, timestamp = {Thu, 21 Jan 2021 13:58:27 +0100}, biburl = {https://dblp.org/rec/conf/nips/LevineCM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LevineZMTM17, author = {Nir Levine and Tom Zahavy and Daniel J. Mankowitz and Aviv Tamar and Shie Mannor}, editor = {Isabelle Guyon and Ulrike von Luxburg and Samy Bengio and Hanna M. Wallach and Rob Fergus and S. V. N. Vishwanathan and Roman Garnett}, title = {Shallow Updates for Deep Reinforcement Learning}, booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, {USA}}, pages = {3135--3145}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/393c55aea738548df743a186d15f3bef-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LevineZMTM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/SzorenyiCM17, author = {Bal{\'{a}}zs Sz{\"{o}}r{\'{e}}nyi and Snir Cohen and Shie Mannor}, editor = {Michelangelo Ceci and Jaakko Hollm{\'{e}}n and Ljupco Todorovski and Celine Vens and Saso Dzeroski}, title = {Non-parametric Online {AUC} Maximization}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {10535}, pages = {575--590}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-71246-8\_35}, doi = {10.1007/978-3-319-71246-8\_35}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/SzorenyiCM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/AbhishekM17, author = {Vineet Abhishek and Shie Mannor}, editor = {Rick Barrett and Rick Cummings and Eugene Agichtein and Evgeniy Gabrilovich}, title = {A Nonparametric Sequential Test for Online Randomized Experiments}, booktitle = {Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017}, pages = {610--616}, publisher = {{ACM}}, year = {2017}, url = {https://doi.org/10.1145/3041021.3054196}, doi = {10.1145/3041021.3054196}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/www/AbhishekM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/ml/Mannor17, author = {Shie Mannor}, editor = {Claude Sammut and Geoffrey I. Webb}, title = {\emph{k}-Armed Bandit}, booktitle = {Encyclopedia of Machine Learning and Data Mining}, pages = {687--690}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-1-4899-7687-1\_424}, doi = {10.1007/978-1-4899-7687-1\_424}, timestamp = {Wed, 12 Jul 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/reference/ml/Mannor17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/FengXM17, author = {Jiashi Feng and Huan Xu and Shie Mannor}, title = {Outlier Robust Online Learning}, journal = {CoRR}, volume = {abs/1701.00251}, year = {2017}, url = {http://arxiv.org/abs/1701.00251}, eprinttype = {arXiv}, eprint = {1701.00251}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/FengXM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HallakM17, author = {Assaf Hallak and Shie Mannor}, title = {Consistent On-Line Off-Policy Evaluation}, journal = {CoRR}, volume = {abs/1702.07121}, year = {2017}, url = {http://arxiv.org/abs/1702.07121}, eprinttype = {arXiv}, eprint = {1702.07121}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HallakM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LevineCM17, author = {Nir Levine and Koby Crammer and Shie Mannor}, title = {Rotting Bandits}, journal = {CoRR}, volume = {abs/1702.07274}, year = {2017}, url = {http://arxiv.org/abs/1702.07274}, eprinttype = {arXiv}, eprint = {1702.07274}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LevineCM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/CohenM17, author = {Alon Cohen and Shie Mannor}, title = {Online Learning with Many Experts}, journal = {CoRR}, volume = {abs/1702.07870}, year = {2017}, url = {http://arxiv.org/abs/1702.07870}, eprinttype = {arXiv}, eprint = {1702.07870}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/CohenM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ShashuaM17, author = {Shirli Di{-}Castro Shashua and Shie Mannor}, title = {Deep Robust Kalman Filter}, journal = {CoRR}, volume = {abs/1703.02310}, year = {2017}, url = {http://arxiv.org/abs/1703.02310}, eprinttype = {arXiv}, eprint = {1703.02310}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ShashuaM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/DalalSTM17, author = {Gal Dalal and Bal{\'{a}}zs Sz{\"{o}}r{\'{e}}nyi and Gugan Thoppe and Shie Mannor}, title = {Concentration Bounds for Two Timescale Stochastic Approximation with Applications to Reinforcement Learning}, journal = {CoRR}, volume = {abs/1703.05376}, year = {2017}, url = {http://arxiv.org/abs/1703.05376}, eprinttype = {arXiv}, eprint = {1703.05376}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/DalalSTM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/DalalSTM17a, author = {Gal Dalal and Bal{\'{a}}zs Sz{\"{o}}r{\'{e}}nyi and Gugan Thoppe and Shie Mannor}, title = {Finite Sample Analysis for {TD(0)} with Linear Function Approximation}, journal = {CoRR}, volume = {abs/1704.01161}, year = {2017}, url = {http://arxiv.org/abs/1704.01161}, eprinttype = {arXiv}, eprint = {1704.01161}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/DalalSTM17a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LevineZMTM17, author = {Nir Levine and Tom Zahavy and Daniel J. Mankowitz and Aviv Tamar and Shie Mannor}, title = {Shallow Updates for Deep Reinforcement Learning}, journal = {CoRR}, volume = {abs/1705.07461}, year = {2017}, url = {http://arxiv.org/abs/1705.07461}, eprinttype = {arXiv}, eprint = {1705.07461}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LevineZMTM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/Busa-FeketeSWM17, author = {R{\'{o}}bert Busa{-}Fekete and Bal{\'{a}}zs Sz{\"{o}}r{\'{e}}nyi and Paul Weng and Shie Mannor}, title = {Multi-objective Bandits: Optimizing the Generalized Gini Index}, journal = {CoRR}, volume = {abs/1706.04933}, year = {2017}, url = {http://arxiv.org/abs/1706.04933}, eprinttype = {arXiv}, eprint = {1706.04933}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/Busa-FeketeSWM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1711-07832, author = {Daniel J. Mankowitz and Aviv Tamar and Shie Mannor}, title = {Situationally Aware Options}, journal = {CoRR}, volume = {abs/1711.07832}, year = {2017}, url = {http://arxiv.org/abs/1711.07832}, eprinttype = {arXiv}, eprint = {1711.07832}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1711-07832.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1711-08237, author = {Guy Tennenholtz and Constantine Caramanis and Shie Mannor}, title = {The Stochastic Firefighter Problem}, journal = {CoRR}, volume = {abs/1711.08237}, year = {2017}, url = {http://arxiv.org/abs/1711.08237}, eprinttype = {arXiv}, eprint = {1711.08237}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1711-08237.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ior/XuCM16, author = {Huan Xu and Constantine Caramanis and Shie Mannor}, title = {Statistical Optimization in High Dimensions}, journal = {Oper. Res.}, volume = {64}, number = {4}, pages = {958--979}, year = {2016}, url = {https://doi.org/10.1287/opre.2016.1504}, doi = {10.1287/OPRE.2016.1504}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ior/XuCM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/TamarCM16, author = {Aviv Tamar and Dotan Di Castro and Shie Mannor}, title = {Learning the Variance of the Reward-To-Go}, journal = {J. Mach. Learn. Res.}, volume = {17}, pages = {13:1--13:36}, year = {2016}, url = {https://jmlr.org/papers/v17/14-335.html}, timestamp = {Wed, 11 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/TamarCM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/FarahmandGSM16, author = {Amir{-}massoud Farahmand and Mohammad Ghavamzadeh and Csaba Szepesv{\'{a}}ri and Shie Mannor}, title = {Regularized Policy Iteration with Nonparametric Function Spaces}, journal = {J. Mach. Learn. Res.}, volume = {17}, pages = {139:1--139:66}, year = {2016}, url = {https://jmlr.org/papers/v17/13-016.html}, timestamp = {Wed, 11 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/FarahmandGSM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mor/LimXM16, author = {Shiau Hong Lim and Huan Xu and Shie Mannor}, title = {Reinforcement Learning in Robust Markov Decision Processes}, journal = {Math. Oper. Res.}, volume = {41}, number = {4}, pages = {1325--1353}, year = {2016}, url = {https://doi.org/10.1287/moor.2016.0779}, doi = {10.1287/MOOR.2016.0779}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mor/LimXM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mor/MannorMX16, author = {Shie Mannor and Ofir Mebel and Huan Xu}, title = {Robust MDPs with \emph{k}-Rectangular Uncertainty}, journal = {Math. Oper. Res.}, volume = {41}, number = {4}, pages = {1484--1509}, year = {2016}, url = {https://doi.org/10.1287/moor.2016.0786}, doi = {10.1287/MOOR.2016.0786}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mor/MannorMX16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/HallakTMM16, author = {Assaf Hallak and Aviv Tamar and R{\'{e}}mi Munos and Shie Mannor}, editor = {Dale Schuurmans and Michael P. Wellman}, title = {Generalized Emphatic Temporal Difference Learning: Bias-Variance Analysis}, booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, {USA}}, pages = {1631--1637}, publisher = {{AAAI} Press}, year = {2016}, url = {https://doi.org/10.1609/aaai.v30i1.10227}, doi = {10.1609/AAAI.V30I1.10227}, timestamp = {Mon, 04 Sep 2023 15:08:28 +0200}, biburl = {https://dblp.org/rec/conf/aaai/HallakTMM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/AnavaM16, author = {Oren Anava and Shie Mannor}, editor = {Maria{-}Florina Balcan and Kilian Q. Weinberger}, title = {Heteroscedastic Sequences: Beyond Gaussianity}, booktitle = {Proceedings of the 33nd International Conference on Machine Learning, {ICML} 2016, New York City, NY, USA, June 19-24, 2016}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {48}, pages = {755--763}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v48/anava16.html}, timestamp = {Wed, 29 May 2019 08:41:46 +0200}, biburl = {https://dblp.org/rec/conf/icml/AnavaM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ZahavyBM16, author = {Tom Zahavy and Nir Ben{-}Zrihem and Shie Mannor}, editor = {Maria{-}Florina Balcan and Kilian Q. Weinberger}, title = {Graying the black box: Understanding DQNs}, booktitle = {Proceedings of the 33nd International Conference on Machine Learning, {ICML} 2016, New York City, NY, USA, June 19-24, 2016}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {48}, pages = {1899--1908}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v48/zahavy16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/ZahavyBM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/DalalGM16, author = {Gal Dalal and Elad Gilboa and Shie Mannor}, editor = {Maria{-}Florina Balcan and Kilian Q. Weinberger}, title = {Hierarchical Decision Making In Electricity Grid Management}, booktitle = {Proceedings of the 33nd International Conference on Machine Learning, {ICML} 2016, New York City, NY, USA, June 19-24, 2016}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {48}, pages = {2197--2206}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v48/dalal16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/DalalGM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/infocom/AvnerM16, author = {Orly Avner and Shie Mannor}, title = {Multi-user lax communications: {A} multi-armed bandit approach}, booktitle = {35th Annual {IEEE} International Conference on Computer Communications, {INFOCOM} 2016, San Francisco, CA, USA, April 10-14, 2016}, pages = {1--9}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/INFOCOM.2016.7524557}, doi = {10.1109/INFOCOM.2016.7524557}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/infocom/AvnerM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MankowitzMM16, author = {Daniel J. Mankowitz and Timothy A. Mann and Shie Mannor}, editor = {Daniel D. Lee and Masashi Sugiyama and Ulrike von Luxburg and Isabelle Guyon and Roman Garnett}, title = {Adaptive Skills Adaptive Partitions {(ASAP)}}, booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain}, pages = {1588--1596}, year = {2016}, url = {https://proceedings.neurips.cc/paper/2016/hash/98d6f58ab0dafbb86b083a001561bb34-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/MankowitzMM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/PanagiotouZKGZB16, author = {Nikolaos Panagiotou and Nikolas Zygouras and Ioannis Katakis and Dimitrios Gunopulos and Nikos Zacheilas and Ioannis Boutsis and Vana Kalogeraki and Stephen Lynch and Brendan O'Brien and Dermot Kinane and Jakub Marecek and Jia Yuan Yu and Rudi Verago and Elizabeth Daly and Nico Piatkowski and Thomas Liebig and Christian Bockermann and Katharina Morik and Fran{\c{c}}ois Schnitzler and Matthias Weidlich and Avigdor Gal and Shie Mannor and Hendrik Stange and Werner Halft and Gennady L. Andrienko}, editor = {Bettina Berendt and Bj{\"{o}}rn Bringmann and {\'{E}}lisa Fromont and Gemma C. Garriga and Pauli Miettinen and Nikolaj Tatti and Volker Tresp}, title = {{INSIGHT:} Dynamic Traffic Management Using Heterogeneous Urban Data}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {9853}, pages = {22--26}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-46131-1\_5}, doi = {10.1007/978-3-319-46131-1\_5}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/PanagiotouZKGZB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pscc/DalalGM16, author = {Gal Dalal and Elad Gilboa and Shie Mannor}, title = {Distributed scenario-based optimization for asset management in a hierarchical decision making environment}, booktitle = {Power Systems Computation Conference, {PSCC} 2016, Genoa, Italy, June 20-24, 2016}, pages = {1--9}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/PSCC.2016.7540962}, doi = {10.1109/PSCC.2016.7540962}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pscc/DalalGM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/DalalGM16, author = {Gal Dalal and Elad Gilboa and Shie Mannor}, title = {Distributed Scenario-Based Optimization for Asset Management in a Hierarchical Decision Making Environment}, journal = {CoRR}, volume = {abs/1602.01958}, year = {2016}, url = {http://arxiv.org/abs/1602.01958}, eprinttype = {arXiv}, eprint = {1602.01958}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/DalalGM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/FengZKXM16, author = {Jiashi Feng and Tom Zahavy and Bingyi Kang and Huan Xu and Shie Mannor}, title = {Ensemble Robustness of Deep Learning Algorithms}, journal = {CoRR}, volume = {abs/1602.02389}, year = {2016}, url = {http://arxiv.org/abs/1602.02389}, eprinttype = {arXiv}, eprint = {1602.02389}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/FengZKXM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ZahavyBM16, author = {Tom Zahavy and Nir Ben{-}Zrihem and Shie Mannor}, title = {Graying the black box: Understanding DQNs}, journal = {CoRR}, volume = {abs/1602.02658}, year = {2016}, url = {http://arxiv.org/abs/1602.02658}, eprinttype = {arXiv}, eprint = {1602.02658}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ZahavyBM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MankowitzMM16, author = {Daniel J. Mankowitz and Timothy A. Mann and Shie Mannor}, title = {Iterative Hierarchical Optimization for Misspecified Problems {(IHOMP)}}, journal = {CoRR}, volume = {abs/1602.03348}, year = {2016}, url = {http://arxiv.org/abs/1602.03348}, eprinttype = {arXiv}, eprint = {1602.03348}, timestamp = {Wed, 17 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MankowitzMM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MankowitzMM16a, author = {Daniel J. Mankowitz and Timothy A. Mann and Shie Mannor}, title = {Adaptive Skills, Adaptive Partitions {(ASAP)}}, journal = {CoRR}, volume = {abs/1602.03351}, year = {2016}, url = {http://arxiv.org/abs/1602.03351}, eprinttype = {arXiv}, eprint = {1602.03351}, timestamp = {Wed, 17 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MankowitzMM16a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/DalalGM16a, author = {Gal Dalal and Elad Gilboa and Shie Mannor}, title = {Hierarchical Decision Making In Electricity Grid Management}, journal = {CoRR}, volume = {abs/1603.01840}, year = {2016}, url = {http://arxiv.org/abs/1603.01840}, eprinttype = {arXiv}, eprint = {1603.01840}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/DalalGM16a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/TesslerGZMM16, author = {Chen Tessler and Shahar Givony and Tom Zahavy and Daniel J. Mankowitz and Shie Mannor}, title = {A Deep Hierarchical Approach to Lifelong Learning in Minecraft}, journal = {CoRR}, volume = {abs/1604.07255}, year = {2016}, url = {http://arxiv.org/abs/1604.07255}, eprinttype = {arXiv}, eprint = {1604.07255}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/TesslerGZMM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MeiromMO16, author = {Eli A. Meirom and Shie Mannor and Ariel Orda}, title = {Strategic Formation of Heterogeneous Networks}, journal = {CoRR}, volume = {abs/1604.08179}, year = {2016}, url = {http://arxiv.org/abs/1604.08179}, eprinttype = {arXiv}, eprint = {1604.08179}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MeiromMO16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/KozdobaM16, author = {Mark Kozdoba and Shie Mannor}, title = {Clustering Time Series and the Surprising Robustness of HMMs}, journal = {CoRR}, volume = {abs/1605.02531}, year = {2016}, url = {http://arxiv.org/abs/1605.02531}, eprinttype = {arXiv}, eprint = {1605.02531}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/KozdobaM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HochbergFKMTY16, author = {Irit Hochberg and Guy Feraru and Mark Kozdoba and Shie Mannor and Moshe Tennenholtz and Elad Yom{-}Tov}, title = {A Reinforcement Learning System to Encourage Physical Activity in Diabetes Patients}, journal = {CoRR}, volume = {abs/1605.04070}, year = {2016}, url = {http://arxiv.org/abs/1605.04070}, eprinttype = {arXiv}, eprint = {1605.04070}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HochbergFKMTY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/RichmanM16, author = {Oran Richman and Shie Mannor}, title = {Bending the Curve: Improving the {ROC} Curve Through Error Redistribution}, journal = {CoRR}, volume = {abs/1605.06652}, year = {2016}, url = {http://arxiv.org/abs/1605.06652}, eprinttype = {arXiv}, eprint = {1605.06652}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/RichmanM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BaramZM16, author = {Nir Baram and Tom Zahavy and Shie Mannor}, title = {Deep Reinforcement Learning Discovers Internal Models}, journal = {CoRR}, volume = {abs/1606.05174}, year = {2016}, url = {http://arxiv.org/abs/1606.05174}, eprinttype = {arXiv}, eprint = {1606.05174}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BaramZM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ZrihemZM16, author = {Nir Ben{-}Zrihem and Tom Zahavy and Shie Mannor}, title = {Visualizing Dynamics: from t-SNE to SEMI-MDPs}, journal = {CoRR}, volume = {abs/1606.07112}, year = {2016}, url = {http://arxiv.org/abs/1606.07112}, eprinttype = {arXiv}, eprint = {1606.07112}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ZrihemZM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/RichmanM16a, author = {Oran Richman and Shie Mannor}, title = {How to Allocate Resources For Features Acquisition?}, journal = {CoRR}, volume = {abs/1607.02763}, year = {2016}, url = {http://arxiv.org/abs/1607.02763}, eprinttype = {arXiv}, eprint = {1607.02763}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/RichmanM16a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GhavamzadehMPT16, author = {Mohammad Ghavamzadeh and Shie Mannor and Joelle Pineau and Aviv Tamar}, title = {Bayesian Reinforcement Learning: {A} Survey}, journal = {CoRR}, volume = {abs/1609.04436}, year = {2016}, url = {http://arxiv.org/abs/1609.04436}, eprinttype = {arXiv}, eprint = {1609.04436}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GhavamzadehMPT16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MankowitzTM16, author = {Daniel J. Mankowitz and Aviv Tamar and Shie Mannor}, title = {Situational Awareness by Risk-Conscious Skills}, journal = {CoRR}, volume = {abs/1610.02847}, year = {2016}, url = {http://arxiv.org/abs/1610.02847}, eprinttype = {arXiv}, eprint = {1610.02847}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MankowitzTM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/CohensiusMMMO16, author = {Gal Cohensius and Shie Mannor and Reshef Meir and Eli A. Meirom and Ariel Orda}, title = {Proxy Voting for Better Outcomes}, journal = {CoRR}, volume = {abs/1611.08308}, year = {2016}, url = {http://arxiv.org/abs/1611.08308}, eprinttype = {arXiv}, eprint = {1611.08308}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/CohensiusMMMO16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ZahavyMKM16, author = {Tom Zahavy and Alessandro Magnani and Abhinandan Krishnan and Shie Mannor}, title = {Is a picture worth a thousand words? {A} Deep Multi-Modal Fusion Architecture for Product Classification in e-commerce}, journal = {CoRR}, volume = {abs/1611.09534}, year = {2016}, url = {http://arxiv.org/abs/1611.09534}, eprinttype = {arXiv}, eprint = {1611.09534}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ZahavyMKM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/DalalGMW16, author = {Gal Dalal and Elad Gilboa and Shie Mannor and Louis Wehenkel}, title = {Unit Commitment using Nearest Neighbor as a Short-Term Proxy}, journal = {CoRR}, volume = {abs/1611.10215}, year = {2016}, url = {http://arxiv.org/abs/1611.10215}, eprinttype = {arXiv}, eprint = {1611.10215}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/DalalGMW16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BaramAM16, author = {Nir Baram and Oron Anschel and Shie Mannor}, title = {Model-based Adversarial Imitation Learning}, journal = {CoRR}, volume = {abs/1612.02179}, year = {2016}, url = {http://arxiv.org/abs/1612.02179}, eprinttype = {arXiv}, eprint = {1612.02179}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BaramAM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/CanyasseDM16, author = {Rapha{\"{e}}l Canyasse and Gal Dalal and Shie Mannor}, title = {Supervised Learning for Optimal Power Flow as a Real-Time Proxy}, journal = {CoRR}, volume = {abs/1612.06623}, year = {2016}, url = {http://arxiv.org/abs/1612.06623}, eprinttype = {arXiv}, eprint = {1612.06623}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/CanyasseDM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MannPMH16, author = {Timothy A. Mann and Hugo Penedones and Shie Mannor and Todd Hester}, title = {Adaptive Lambda Least-Squares Temporal Difference Learning}, journal = {CoRR}, volume = {abs/1612.09465}, year = {2016}, url = {http://arxiv.org/abs/1612.09465}, eprinttype = {arXiv}, eprint = {1612.09465}, timestamp = {Wed, 17 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MannPMH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ftml/GhavamzadehMPT15, author = {Mohammad Ghavamzadeh and Shie Mannor and Joelle Pineau and Aviv Tamar}, title = {Bayesian Reinforcement Learning: {A} Survey}, journal = {Found. Trends Mach. Learn.}, volume = {8}, number = {5-6}, pages = {359--483}, year = {2015}, url = {https://doi.org/10.1561/2200000049}, doi = {10.1561/2200000049}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ftml/GhavamzadehMPT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ior/Ben-TalHKM15, author = {Aharon Ben{-}Tal and Elad Hazan and Tomer Koren and Shie Mannor}, title = {Oracle-Based Robust Optimization via Online Learning}, journal = {Oper. Res.}, volume = {63}, number = {3}, pages = {628--638}, year = {2015}, url = {https://doi.org/10.1287/opre.2015.1374}, doi = {10.1287/OPRE.2015.1374}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ior/Ben-TalHKM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jair/MannMP15, author = {Timothy A. Mann and Shie Mannor and Doina Precup}, title = {Approximate Value Iteration with Temporally Extended Actions}, journal = {J. Artif. Intell. Res.}, volume = {53}, pages = {375--438}, year = {2015}, url = {https://doi.org/10.1613/jair.4676}, doi = {10.1613/JAIR.4676}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jair/MannMP15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/HarelM15, author = {Maayan Harel and Shie Mannor}, title = {The Perturbed Variation}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {37}, number = {10}, pages = {2119--2130}, year = {2015}, url = {https://doi.org/10.1109/TPAMI.2015.2404836}, doi = {10.1109/TPAMI.2015.2404836}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/HarelM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/MillingCMS15, author = {Chris Milling and Constantine Caramanis and Shie Mannor and Sanjay Shakkottai}, title = {Distinguishing Infections on Different Graph Topologies}, journal = {{IEEE} Trans. Inf. Theory}, volume = {61}, number = {6}, pages = {3100--3120}, year = {2015}, url = {https://doi.org/10.1109/TIT.2015.2424875}, doi = {10.1109/TIT.2015.2424875}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tit/MillingCMS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/MannMM15, author = {Timothy A. Mann and Daniel J. Mankowitz and Shie Mannor}, editor = {Michael Bowling and Marc G. Bellemare and Erik Talvitie and Joel Veness and Marlos C. Machado}, title = {Learning When to Switch between Skills in a High Dimensional Domain}, booktitle = {Learning for General Competency in Video Games, Papers from the 2015 {AAAI} Workshop, Austin, Texas, USA, January 26, 2015}, series = {{AAAI} Technical Report}, volume = {{WS-15-10}}, publisher = {{AAAI} Press}, year = {2015}, url = {http://aaai.org/ocs/index.php/WS/AAAIW15/paper/view/10089}, timestamp = {Tue, 05 Sep 2023 08:59:27 +0200}, biburl = {https://dblp.org/rec/conf/aaai/MannMM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/TamarGM15, author = {Aviv Tamar and Yonatan Glassner and Shie Mannor}, editor = {Blai Bonet and Sven Koenig}, title = {Optimizing the CVaR via Sampling}, booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, {USA}}, pages = {2993--2999}, publisher = {{AAAI} Press}, year = {2015}, url = {https://doi.org/10.1609/aaai.v29i1.9561}, doi = {10.1609/AAAI.V29I1.9561}, timestamp = {Mon, 18 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/TamarGM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/SchnitzlerYM15, author = {Fran{\c{c}}ois Schnitzler and Jia Yuan Yu and Shie Mannor}, editor = {Guy Lebanon and S. V. N. Vishwanathan}, title = {Sensor Selection for Crowdsensing Dynamical Systems}, booktitle = {Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2015, San Diego, California, USA, May 9-12, 2015}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {38}, publisher = {JMLR.org}, year = {2015}, url = {http://proceedings.mlr.press/v38/schnitzler15.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/conf/aistats/SchnitzlerYM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/GopalanM15, author = {Aditya Gopalan and Shie Mannor}, editor = {Peter Gr{\"{u}}nwald and Elad Hazan and Satyen Kale}, title = {Thompson Sampling for Learning Parameterized Markov Decision Processes}, booktitle = {Proceedings of The 28th Conference on Learning Theory, {COLT} 2015, Paris, France, July 3-6, 2015}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {40}, pages = {861--898}, publisher = {JMLR.org}, year = {2015}, url = {http://proceedings.mlr.press/v40/Gopalan15.html}, timestamp = {Wed, 29 May 2019 08:41:46 +0200}, biburl = {https://dblp.org/rec/conf/colt/GopalanM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/RichmanM15, author = {Oran Richman and Shie Mannor}, editor = {Francis R. Bach and David M. Blei}, title = {Dynamic Sensing: Better Classification under Acquisition Constraints}, booktitle = {Proceedings of the 32nd International Conference on Machine Learning, {ICML} 2015, Lille, France, 6-11 July 2015}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {37}, pages = {267--275}, publisher = {JMLR.org}, year = {2015}, url = {http://proceedings.mlr.press/v37/richman15.html}, timestamp = {Wed, 29 May 2019 08:41:45 +0200}, biburl = {https://dblp.org/rec/conf/icml/RichmanM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/HallakSMM15, author = {Assaf Hallak and Fran{\c{c}}ois Schnitzler and Timothy A. Mann and Shie Mannor}, editor = {Francis R. Bach and David M. Blei}, title = {Off-policy Model-based Learning under Unknown Factored Dynamics}, booktitle = {Proceedings of the 32nd International Conference on Machine Learning, {ICML} 2015, Lille, France, 6-11 July 2015}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {37}, pages = {711--719}, publisher = {JMLR.org}, year = {2015}, url = {http://proceedings.mlr.press/v37/hallak15.html}, timestamp = {Wed, 17 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/HallakSMM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/infocom/MillingCMS15, author = {Chris Milling and Constantine Caramanis and Shie Mannor and Sanjay Shakkottai}, title = {Local detection of infections in heterogeneous networks}, booktitle = {2015 {IEEE} Conference on Computer Communications, {INFOCOM} 2015, Kowloon, Hong Kong, April 26 - May 1, 2015}, pages = {1517--1525}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/INFOCOM.2015.7218530}, doi = {10.1109/INFOCOM.2015.7218530}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/infocom/MillingCMS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/infocom/MeiromMO15, author = {Eli A. Meirom and Shie Mannor and Ariel Orda}, title = {Formation games of reliable networks}, booktitle = {2015 {IEEE} Conference on Computer Communications, {INFOCOM} 2015, Kowloon, Hong Kong, April 26 - May 1, 2015}, pages = {1760--1768}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/INFOCOM.2015.7218557}, doi = {10.1109/INFOCOM.2015.7218557}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/infocom/MeiromMO15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isca/PeledMWE15, author = {Leeor Peled and Shie Mannor and Uri C. Weiser and Yoav Etsion}, editor = {Deborah T. Marr and David H. Albonesi}, title = {Semantic locality and context-based prefetching using reinforcement learning}, booktitle = {Proceedings of the 42nd Annual International Symposium on Computer Architecture, Portland, OR, USA, June 13-17, 2015}, pages = {285--297}, publisher = {{ACM}}, year = {2015}, url = {https://doi.org/10.1145/2749469.2749473}, doi = {10.1145/2749469.2749473}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/isca/PeledMWE15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/AnavaHM15, author = {Oren Anava and Elad Hazan and Shie Mannor}, editor = {Corinna Cortes and Neil D. Lawrence and Daniel D. Lee and Masashi Sugiyama and Roman Garnett}, title = {Online Learning for Adversaries with Memory: Price of Past Mistakes}, booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada}, pages = {784--792}, year = {2015}, url = {https://proceedings.neurips.cc/paper/2015/hash/38913e1d6a7b94cb0f55994f679f5956-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/AnavaHM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/TamarCGM15, author = {Aviv Tamar and Yinlam Chow and Mohammad Ghavamzadeh and Shie Mannor}, editor = {Corinna Cortes and Neil D. Lawrence and Daniel D. Lee and Masashi Sugiyama and Roman Garnett}, title = {Policy Gradient for Coherent Risk Measures}, booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada}, pages = {1468--1476}, year = {2015}, url = {https://proceedings.neurips.cc/paper/2015/hash/024d7f84fff11dd7e8d9c510137a2381-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/TamarCGM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ChowTMP15, author = {Yinlam Chow and Aviv Tamar and Shie Mannor and Marco Pavone}, editor = {Corinna Cortes and Neil D. Lawrence and Daniel D. Lee and Masashi Sugiyama and Roman Garnett}, title = {Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach}, booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada}, pages = {1522--1530}, year = {2015}, url = {https://proceedings.neurips.cc/paper/2015/hash/64223ccf70bbb65a3a4aceac37e21016-Abstract.html}, timestamp = {Mon, 19 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ChowTMP15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KozdobaM15, author = {Mark Kozdoba and Shie Mannor}, editor = {Corinna Cortes and Neil D. Lawrence and Daniel D. Lee and Masashi Sugiyama and Roman Garnett}, title = {Community Detection via Measure Space Embedding}, booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada}, pages = {2890--2898}, year = {2015}, url = {https://proceedings.neurips.cc/paper/2015/hash/973a5f0ccbc4ee3524ccf035d35b284b-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/KozdobaM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigmetrics/MeiromMCMSO15, author = {Eli A. Meirom and Chris Milling and Constantine Caramanis and Shie Mannor and Sanjay Shakkottai and Ariel Orda}, editor = {Bill Lin and Jun (Jim) Xu and Sudipta Sengupta and Devavrat Shah}, title = {Localized Epidemic Detection in Networks with Overwhelming Noise}, booktitle = {Proceedings of the 2015 {ACM} {SIGMETRICS} International Conference on Measurement and Modeling of Computer Systems, Portland, OR, USA, June 15-19, 2015}, pages = {441--442}, publisher = {{ACM}}, year = {2015}, url = {https://doi.org/10.1145/2745844.2745883}, doi = {10.1145/2745844.2745883}, timestamp = {Mon, 01 Aug 2022 08:51:52 +0200}, biburl = {https://dblp.org/rec/conf/sigmetrics/MeiromMCMSO15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/icml/2015mud, editor = {Ioannis Katakis and Fran{\c{c}}ois Schnitzler and Thomas Liebig and Dimitrios Gunopulos and Katharina Morik and Gennady L. Andrienko and Shie Mannor}, title = {Proceedings of the 2nd International Workshop on Mining Urban Data co-located with 32nd International Conference on Machine Learning {(ICML} 2015), Lille, France, July 11th, 2015}, series = {{CEUR} Workshop Proceedings}, volume = {1392}, publisher = {CEUR-WS.org}, year = {2015}, url = {https://ceur-ws.org/Vol-1392}, urn = {urn:nbn:de:0074-1392-2}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/2015mud.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HallakCM15, author = {Assaf Hallak and Dotan Di Castro and Shie Mannor}, title = {Contextual Markov Decision Processes}, journal = {CoRR}, volume = {abs/1502.02259}, year = {2015}, url = {http://arxiv.org/abs/1502.02259}, eprinttype = {arXiv}, eprint = {1502.02259}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HallakCM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HallakSMM15, author = {Assaf Hallak and Fran{\c{c}}ois Schnitzler and Timothy A. Mann and Shie Mannor}, title = {Off-policy evaluation for MDPs with unknown structure}, journal = {CoRR}, volume = {abs/1502.03255}, year = {2015}, url = {http://arxiv.org/abs/1502.03255}, eprinttype = {arXiv}, eprint = {1502.03255}, timestamp = {Wed, 17 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HallakSMM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/TamarCGM15, author = {Aviv Tamar and Yinlam Chow and Mohammad Ghavamzadeh and Shie Mannor}, title = {Policy Gradient for Coherent Risk Measures}, journal = {CoRR}, volume = {abs/1502.03919}, year = {2015}, url = {http://arxiv.org/abs/1502.03919}, eprinttype = {arXiv}, eprint = {1502.03919}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/TamarCGM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LevineMM15, author = {Nir Levine and Timothy A. Mann and Shie Mannor}, title = {Actively Learning to Attract Followers on Twitter}, journal = {CoRR}, volume = {abs/1504.04114}, year = {2015}, url = {http://arxiv.org/abs/1504.04114}, eprinttype = {arXiv}, eprint = {1504.04114}, timestamp = {Wed, 17 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LevineMM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/KozdobaM15, author = {Mark Kozdoba and Shie Mannor}, title = {Overlapping Communities Detection via Measure Space Embedding}, journal = {CoRR}, volume = {abs/1504.06796}, year = {2015}, url = {http://arxiv.org/abs/1504.06796}, eprinttype = {arXiv}, eprint = {1504.06796}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/KozdobaM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/KozdobaM15a, author = {Mark Kozdoba and Shie Mannor}, title = {Overlapping Community Detection by Online Cluster Aggregation}, journal = {CoRR}, volume = {abs/1504.06798}, year = {2015}, url = {http://arxiv.org/abs/1504.06798}, eprinttype = {arXiv}, eprint = {1504.06798}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/KozdobaM15a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/AvnerM15, author = {Orly Avner and Shie Mannor}, title = {Learning to coordinate without communication in multi-user multi-armed bandit problems}, journal = {CoRR}, volume = {abs/1504.08167}, year = {2015}, url = {http://arxiv.org/abs/1504.08167}, eprinttype = {arXiv}, eprint = {1504.08167}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/AvnerM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ChowTMP15, author = {Yinlam Chow and Aviv Tamar and Shie Mannor and Marco Pavone}, title = {Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach}, journal = {CoRR}, volume = {abs/1506.02188}, year = {2015}, url = {http://arxiv.org/abs/1506.02188}, eprinttype = {arXiv}, eprint = {1506.02188}, timestamp = {Mon, 19 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/ChowTMP15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MankowitzMM15, author = {Daniel J. Mankowitz and Timothy A. Mann and Shie Mannor}, title = {Bootstrapping Skills}, journal = {CoRR}, volume = {abs/1506.03624}, year = {2015}, url = {http://arxiv.org/abs/1506.03624}, eprinttype = {arXiv}, eprint = {1506.03624}, timestamp = {Wed, 17 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MankowitzMM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/DalalM15, author = {Gal Dalal and Shie Mannor}, title = {Reinforcement Learning for the Unit Commitment Problem}, journal = {CoRR}, volume = {abs/1507.05268}, year = {2015}, url = {http://arxiv.org/abs/1507.05268}, eprinttype = {arXiv}, eprint = {1507.05268}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/DalalM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HallakTM15, author = {Assaf Hallak and Aviv Tamar and Shie Mannor}, title = {Emphatic {TD} Bellman Operator is a Contraction}, journal = {CoRR}, volume = {abs/1508.03411}, year = {2015}, url = {http://arxiv.org/abs/1508.03411}, eprinttype = {arXiv}, eprint = {1508.03411}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HallakTM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HallakTMM15, author = {Assaf Hallak and Aviv Tamar and R{\'{e}}mi Munos and Shie Mannor}, title = {Generalized Emphatic Temporal Difference Learning: Bias-Variance Analysis}, journal = {CoRR}, volume = {abs/1509.05172}, year = {2015}, url = {http://arxiv.org/abs/1509.05172}, eprinttype = {arXiv}, eprint = {1509.05172}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HallakTMM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SegevHMCE15, author = {Noam Segev and Maayan Harel and Shie Mannor and Koby Crammer and Ran El{-}Yaniv}, title = {Learn on Source, Refine on Target: {A} Model Transfer Learning Framework with Random Forests}, journal = {CoRR}, volume = {abs/1511.01258}, year = {2015}, url = {http://arxiv.org/abs/1511.01258}, eprinttype = {arXiv}, eprint = {1511.01258}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SegevHMCE15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/MannorPS14, author = {Shie Mannor and Vianney Perchet and Gilles Stoltz}, title = {Set-valued approachability and online learning with partial monitoring}, journal = {J. Mach. Learn. Res.}, volume = {15}, number = {1}, pages = {3247--3295}, year = {2014}, url = {https://dl.acm.org/doi/10.5555/2627435.2697069}, doi = {10.5555/2627435.2697069}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/MannorPS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mor/BernsteinMS14, author = {Andrey Bernstein and Shie Mannor and Nahum Shimkin}, title = {Opportunistic Approachability and Generalized No-Regret Problems}, journal = {Math. Oper. Res.}, volume = {39}, number = {4}, pages = {1057--1083}, year = {2014}, url = {https://doi.org/10.1287/moor.2014.0643}, doi = {10.1287/MOOR.2014.0643}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mor/BernsteinMS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/CushonHLMG14, author = {Kevin Cushon and Saied Hemati and Camille Leroux and Shie Mannor and Warren J. Gross}, title = {High-Throughput Energy-Efficient {LDPC} Decoders Using Differential Binary Message Passing}, journal = {{IEEE} Trans. Signal Process.}, volume = {62}, number = {3}, pages = {619--631}, year = {2014}, url = {https://doi.org/10.1109/TSP.2013.2293116}, doi = {10.1109/TSP.2013.2293116}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsp/CushonHLMG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/asap/CushonHMG14, author = {Kevin Cushon and Saied Hemati and Shie Mannor and Warren J. Gross}, title = {Energy-efficient gear-shift {LDPC} decoders}, booktitle = {{IEEE} 25th International Conference on Application-Specific Systems, Architectures and Processors, {ASAP} 2014, Zurich, Switzerland, June 18-20, 2014}, pages = {219--223}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/ASAP.2014.6868665}, doi = {10.1109/ASAP.2014.6868665}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/asap/CushonHMG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/MannorPS14, author = {Shie Mannor and Vianney Perchet and Gilles Stoltz}, editor = {Maria{-}Florina Balcan and Vitaly Feldman and Csaba Szepesv{\'{a}}ri}, title = {Approachability in unknown games: Online learning meets multi-objective optimization}, booktitle = {Proceedings of The 27th Conference on Learning Theory, {COLT} 2014, Barcelona, Spain, June 13-15, 2014}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {35}, pages = {339--355}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v35/mannor14.html}, timestamp = {Wed, 29 May 2019 08:41:46 +0200}, biburl = {https://dblp.org/rec/conf/colt/MannorPS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edbt/SchnitzlerLMM14, author = {Fran{\c{c}}ois Schnitzler and Thomas Liebig and Shie Mannor and Katharina Morik}, editor = {K. Sel{\c{c}}uk Candan and Sihem Amer{-}Yahia and Nicole Schweikardt and Vassilis Christophides and Vincent Leroy}, title = {Combining a Gauss-Markov model and Gaussian process for traffic prediction in Dublin city center}, booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2014 Joint Conference {(EDBT/ICDT} 2014), Athens, Greece, March 28, 2014}, series = {{CEUR} Workshop Proceedings}, volume = {1133}, pages = {373--374}, publisher = {CEUR-WS.org}, year = {2014}, url = {https://ceur-ws.org/Vol-1133/paper-62.pdf}, timestamp = {Fri, 10 Mar 2023 16:23:45 +0100}, biburl = {https://dblp.org/rec/conf/edbt/SchnitzlerLMM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edbt/ArtikisWSBLPBMKMGMGK14, author = {Alexander Artikis and Matthias Weidlich and Fran{\c{c}}ois Schnitzler and Ioannis Boutsis and Thomas Liebig and Nico Piatkowski and Christian Bockermann and Katharina Morik and Vana Kalogeraki and Jakub Marecek and Avigdor Gal and Shie Mannor and Dimitrios Gunopulos and Dermot Kinane}, editor = {Sihem Amer{-}Yahia and Vassilis Christophides and Anastasios Kementsietsidis and Minos N. Garofalakis and Stratos Idreos and Vincent Leroy}, title = {Heterogeneous Stream Processing and Crowdsourcing for Urban Traffic Management}, booktitle = {Proceedings of the 17th International Conference on Extending Database Technology, {EDBT} 2014, Athens, Greece, March 24-28, 2014}, pages = {712--723}, publisher = {OpenProceedings.org}, year = {2014}, url = {https://doi.org/10.5441/002/edbt.2014.77}, doi = {10.5441/002/EDBT.2014.77}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/edbt/ArtikisWSBLPBMKMGMGK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/GopalanMM14, author = {Aditya Gopalan and Shie Mannor and Yishay Mansour}, title = {Thompson Sampling for Complex Online Problems}, booktitle = {Proceedings of the 31th International Conference on Machine Learning, {ICML} 2014, Beijing, China, 21-26 June 2014}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {32}, pages = {100--108}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v32/gopalan14.html}, timestamp = {Wed, 29 May 2019 08:41:45 +0200}, biburl = {https://dblp.org/rec/conf/icml/GopalanMM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/MannM14, author = {Timothy A. Mann and Shie Mannor}, title = {Scaling Up Approximate Value Iteration with Options: Better Policies with Fewer Iterations}, booktitle = {Proceedings of the 31th International Conference on Machine Learning, {ICML} 2014, Beijing, China, 21-26 June 2014}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {32}, pages = {127--135}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v32/mann14.html}, timestamp = {Wed, 17 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/MannM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/MaillardM14, author = {Odalric{-}Ambrym Maillard and Shie Mannor}, title = {Latent Bandits}, booktitle = {Proceedings of the 31th International Conference on Machine Learning, {ICML} 2014, Beijing, China, 21-26 June 2014}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {32}, pages = {136--144}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v32/maillard14.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/MaillardM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/TamarMX14, author = {Aviv Tamar and Shie Mannor and Huan Xu}, title = {Scaling Up Robust MDPs using Function Approximation}, booktitle = {Proceedings of the 31th International Conference on Machine Learning, {ICML} 2014, Beijing, China, 21-26 June 2014}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {32}, pages = {181--189}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v32/tamar14.html}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/TamarMX14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/HarelMEC14, author = {Maayan Harel and Shie Mannor and Ran El{-}Yaniv and Koby Crammer}, title = {Concept Drift Detection Through Resampling}, booktitle = {Proceedings of the 31th International Conference on Machine Learning, {ICML} 2014, Beijing, China, 21-26 June 2014}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {32}, pages = {1009--1017}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v32/harel14.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/HarelMEC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/MannMM14, author = {Timothy A. Mann and Daniel J. Mankowitz and Shie Mannor}, title = {Time-Regularized Interrupting Options {(TRIO)}}, booktitle = {Proceedings of the 31th International Conference on Machine Learning, {ICML} 2014, Beijing, China, 21-26 June 2014}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {32}, pages = {1350--1358}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v32/mannb14.html}, timestamp = {Wed, 17 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/MannMM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/micro/FuchsMWE14, author = {Adi Fuchs and Shie Mannor and Uri C. Weiser and Yoav Etsion}, title = {Loop-Aware Memory Prefetching Using Code Block Working Sets}, booktitle = {47th Annual {IEEE/ACM} International Symposium on Microarchitecture, {MICRO} 2014, Cambridge, United Kingdom, December 13-17, 2014}, pages = {533--544}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/MICRO.2014.27}, doi = {10.1109/MICRO.2014.27}, timestamp = {Tue, 31 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/micro/FuchsMWE14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/FengXMY14, author = {Jiashi Feng and Huan Xu and Shie Mannor and Shuicheng Yan}, editor = {Zoubin Ghahramani and Max Welling and Corinna Cortes and Neil D. Lawrence and Kilian Q. Weinberger}, title = {Robust Logistic Regression and Classification}, booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada}, pages = {253--261}, year = {2014}, url = {https://proceedings.neurips.cc/paper/2014/hash/6cdd60ea0045eb7a6ec44c54d29ed402-Abstract.html}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/FengXMY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MaillardMM14, author = {Odalric{-}Ambrym Maillard and Timothy A. Mann and Shie Mannor}, editor = {Zoubin Ghahramani and Max Welling and Corinna Cortes and Neil D. Lawrence and Kilian Q. Weinberger}, title = {How hard is my MDP?" The distribution-norm to the rescue"}, booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada}, pages = {1835--1843}, year = {2014}, url = {https://proceedings.neurips.cc/paper/2014/hash/2ab56412b1163ee131e1246da0955bd1-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/MaillardMM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/AvnerM14, author = {Orly Avner and Shie Mannor}, editor = {Toon Calders and Floriana Esposito and Eyke H{\"{u}}llermeier and Rosa Meo}, title = {Concurrent Bandits and Cognitive Radio Networks}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {8724}, pages = {66--81}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-662-44848-9\_5}, doi = {10.1007/978-3-662-44848-9\_5}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/AvnerM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/BaransiMM14, author = {Akram Baransi and Odalric{-}Ambrym Maillard and Shie Mannor}, editor = {Toon Calders and Floriana Esposito and Eyke H{\"{u}}llermeier and Rosa Meo}, title = {Sub-sampling for Multi-armed Bandits}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {8724}, pages = {115--131}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-662-44848-9\_8}, doi = {10.1007/978-3-662-44848-9\_8}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/BaransiMM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/SchnitzlerAWBLPBMKMGMKG14, author = {Fran{\c{c}}ois Schnitzler and Alexander Artikis and Matthias Weidlich and Ioannis Boutsis and Thomas Liebig and Nico Piatkowski and Christian Bockermann and Katharina Morik and Vana Kalogeraki and Jakub Marecek and Avigdor Gal and Shie Mannor and Dermot Kinane and Dimitrios Gunopulos}, editor = {Toon Calders and Floriana Esposito and Eyke H{\"{u}}llermeier and Rosa Meo}, title = {Heterogeneous Stream Processing and Crowdsourcing for Traffic Monitoring: Highlights}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {8726}, pages = {520--523}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-662-44845-8\_49}, doi = {10.1007/978-3-662-44845-8\_49}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/SchnitzlerAWBLPBMKMGMKG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigecom/MeiromMO14, author = {Eli A. Meirom and Shie Mannor and Ariel Orda}, editor = {Moshe Babaioff and Vincent Conitzer and David A. Easley}, title = {Network formation games with heterogeneous players and the internet structure}, booktitle = {{ACM} Conference on Economics and Computation, {EC} '14, Stanford , CA, USA, June 8-12, 2014}, pages = {735--752}, publisher = {{ACM}}, year = {2014}, url = {https://doi.org/10.1145/2600057.2602862}, doi = {10.1145/2600057.2602862}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigecom/MeiromMO14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MeiromMCMOS14, author = {Eli A. Meirom and Chris Milling and Constantine Caramanis and Shie Mannor and Ariel Orda and Sanjay Shakkottai}, title = {Localized epidemic detection in networks with overwhelming noise}, journal = {CoRR}, volume = {abs/1402.1263}, year = {2014}, url = {http://arxiv.org/abs/1402.1263}, eprinttype = {arXiv}, eprint = {1402.1263}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MeiromMCMOS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MannorPS14, author = {Shie Mannor and Vianney Perchet and Gilles Stoltz}, title = {Approachability in unknown games: Online learning meets multi-objective optimization}, journal = {CoRR}, volume = {abs/1402.2043}, year = {2014}, url = {http://arxiv.org/abs/1402.2043}, eprinttype = {arXiv}, eprint = {1402.2043}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MannorPS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/Ben-TalHKM14, author = {Aharon Ben{-}Tal and Elad Hazan and Tomer Koren and Shie Mannor}, title = {Oracle-Based Robust Optimization via Online Learning}, journal = {CoRR}, volume = {abs/1402.6361}, year = {2014}, url = {http://arxiv.org/abs/1402.6361}, eprinttype = {arXiv}, eprint = {1402.6361}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/Ben-TalHKM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/TamarGM14, author = {Aviv Tamar and Yonatan Glassner and Shie Mannor}, title = {Policy Gradients Beyond Expectations: Conditional Value-at-Risk}, journal = {CoRR}, volume = {abs/1404.3862}, year = {2014}, url = {http://arxiv.org/abs/1404.3862}, eprinttype = {arXiv}, eprint = {1404.3862}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/TamarGM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/AvnerM14, author = {Orly Avner and Shie Mannor}, title = {Concurrent bandits and cognitive radio networks}, journal = {CoRR}, volume = {abs/1404.5421}, year = {2014}, url = {http://arxiv.org/abs/1404.5421}, eprinttype = {arXiv}, eprint = {1404.5421}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/AvnerM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GopalanM14, author = {Aditya Gopalan and Shie Mannor}, title = {Thompson Sampling for Learning Parameterized MDPs}, journal = {CoRR}, volume = {abs/1406.7498}, year = {2014}, url = {http://arxiv.org/abs/1406.7498}, eprinttype = {arXiv}, eprint = {1406.7498}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GopalanM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/FengXM14, author = {Jiashi Feng and Huan Xu and Shie Mannor}, title = {Distributed Robust Learning}, journal = {CoRR}, volume = {abs/1409.5937}, year = {2014}, url = {http://arxiv.org/abs/1409.5937}, eprinttype = {arXiv}, eprint = {1409.5937}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/FengXM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/AlonCGMMS14, author = {Noga Alon and Nicol{\`{o}} Cesa{-}Bianchi and Claudio Gentile and Shie Mannor and Yishay Mansour and Ohad Shamir}, title = {Nonstochastic Multi-Armed Bandits with Graph-Structured Feedback}, journal = {CoRR}, volume = {abs/1409.8428}, year = {2014}, url = {http://arxiv.org/abs/1409.8428}, eprinttype = {arXiv}, eprint = {1409.8428}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/AlonCGMMS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/TamarTMA14, author = {Aviv Tamar and Panos Toulis and Shie Mannor and Edoardo M. Airoldi}, title = {Implicit Temporal Differences}, journal = {CoRR}, volume = {abs/1412.6734}, year = {2014}, url = {http://arxiv.org/abs/1412.6734}, eprinttype = {arXiv}, eprint = {1412.6734}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/TamarTMA14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MeiromMO14, author = {Eli A. Meirom and Shie Mannor and Ariel Orda}, title = {Formation Games of Reliable Networks}, journal = {CoRR}, volume = {abs/1412.8501}, year = {2014}, url = {http://arxiv.org/abs/1412.8501}, eprinttype = {arXiv}, eprint = {1412.8501}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MeiromMO14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eor/MannorT13, author = {Shie Mannor and John N. Tsitsiklis}, title = {Algorithmic aspects of mean-variance optimization in Markov decision processes}, journal = {Eur. J. Oper. Res.}, volume = {231}, number = {3}, pages = {645--653}, year = {2013}, url = {https://doi.org/10.1016/j.ejor.2013.06.019}, doi = {10.1016/J.EJOR.2013.06.019}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eor/MannorT13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/geb/ArcauteDJM13, author = {Esteban Arcaute and Kirill Dyagilev and Ramesh Johari and Shie Mannor}, title = {Dynamics in tree formation games}, journal = {Games Econ. Behav.}, volume = {79}, pages = {1--29}, year = {2013}, url = {https://doi.org/10.1016/j.geb.2013.01.002}, doi = {10.1016/J.GEB.2013.01.002}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/geb/ArcauteDJM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/im/JagannathanMMM13, author = {Krishna P. Jagannathan and Shie Mannor and Ishai Menache and Eytan H. Modiano}, title = {A State Action Frequency Approach to Throughput Maximization over Uncertain Wireless Channels}, journal = {Internet Math.}, volume = {9}, number = {2-3}, pages = {136--160}, year = {2013}, url = {https://doi.org/10.1080/15427951.2011.601934}, doi = {10.1080/15427951.2011.601934}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/im/JagannathanMMM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/FrankMPP13, author = {Jordan Frank and Shie Mannor and Joelle Pineau and Doina Precup}, title = {Time Series Analysis Using Geometric Template Matching}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {35}, number = {3}, pages = {740--754}, year = {2013}, url = {https://doi.org/10.1109/TPAMI.2012.121}, doi = {10.1109/TPAMI.2012.121}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/FrankMPP13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/percom/FrankMP13, author = {Jordan Frank and Shie Mannor and Doina Precup}, title = {Generating storylines from sensor data}, journal = {Pervasive Mob. Comput.}, volume = {9}, number = {6}, pages = {838--847}, year = {2013}, url = {https://doi.org/10.1016/j.pmcj.2013.07.005}, doi = {10.1016/J.PMCJ.2013.07.005}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/percom/FrankMP13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/snam/DyagilevMY13, author = {Kirill Dyagilev and Shie Mannor and Elad Yom{-}Tov}, title = {On information propagation in mobile call networks}, journal = {Soc. Netw. Anal. Min.}, volume = {3}, number = {3}, pages = {521--541}, year = {2013}, url = {https://doi.org/10.1007/s13278-013-0100-5}, doi = {10.1007/S13278-013-0100-5}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/snam/DyagilevMY13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcom/SarkisHMG13, author = {Gabi Sarkis and Saied Hemati and Shie Mannor and Warren J. Gross}, title = {Stochastic Decoding of {LDPC} Codes over GF(q)}, journal = {{IEEE} Trans. Commun.}, volume = {61}, number = {3}, pages = {939--950}, year = {2013}, url = {https://doi.org/10.1109/TCOMM.2013.012913.110340}, doi = {10.1109/TCOMM.2013.012913.110340}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcom/SarkisHMG13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcom/Leduc-PrimeauHMG13, author = {Fran{\c{c}}ois Leduc{-}Primeau and Saied Hemati and Shie Mannor and Warren J. Gross}, title = {Relaxed Half-Stochastic Belief Propagation}, journal = {{IEEE} Trans. Commun.}, volume = {61}, number = {5}, pages = {1648--1659}, year = {2013}, url = {https://doi.org/10.1109/TCOMM.2013.021913.120149}, doi = {10.1109/TCOMM.2013.021913.120149}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcom/Leduc-PrimeauHMG13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/XuCM13, author = {Huan Xu and Constantine Caramanis and Shie Mannor}, title = {Outlier-Robust {PCA:} The High-Dimensional Case}, journal = {{IEEE} Trans. Inf. Theory}, volume = {59}, number = {1}, pages = {546--572}, year = {2013}, url = {https://doi.org/10.1109/TIT.2012.2212415}, doi = {10.1109/TIT.2012.2212415}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tit/XuCM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/BernsteinMS13, author = {Andrey Bernstein and Shie Mannor and Nahum Shimkin}, editor = {Shai Shalev{-}Shwartz and Ingo Steinwart}, title = {Opportunistic Strategies for Generalized No-Regret Problems}, booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June 12-14, 2013, Princeton University, NJ, {USA}}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {30}, pages = {158--171}, publisher = {JMLR.org}, year = {2013}, url = {http://proceedings.mlr.press/v30/Bernstein13.html}, timestamp = {Wed, 29 May 2019 08:41:46 +0200}, biburl = {https://dblp.org/rec/conf/colt/BernsteinMS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/AnavaHMS13, author = {Oren Anava and Elad Hazan and Shie Mannor and Ohad Shamir}, editor = {Shai Shalev{-}Shwartz and Ingo Steinwart}, title = {Online Learning for Time Series Prediction}, booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June 12-14, 2013, Princeton University, NJ, {USA}}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {30}, pages = {172--184}, publisher = {JMLR.org}, year = {2013}, url = {http://proceedings.mlr.press/v30/Anava13.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/colt/AnavaHMS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/PerchetM13, author = {Vianney Perchet and Shie Mannor}, editor = {Shai Shalev{-}Shwartz and Ingo Steinwart}, title = {Approachability, fast and slow}, booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June 12-14, 2013, Princeton University, NJ, {USA}}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {30}, pages = {474--488}, publisher = {JMLR.org}, year = {2013}, url = {http://proceedings.mlr.press/v30/Perchet13.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/colt/PerchetM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/TamarCM13, author = {Aviv Tamar and Dotan Di Castro and Shie Mannor}, title = {Temporal Difference Methods for the Variance of the Reward To Go}, booktitle = {Proceedings of the 30th International Conference on Machine Learning, {ICML} 2013, Atlanta, GA, USA, 16-21 June 2013}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {28}, pages = {495--503}, publisher = {JMLR.org}, year = {2013}, url = {http://proceedings.mlr.press/v28/tamar13.html}, timestamp = {Wed, 29 May 2019 08:41:45 +0200}, biburl = {https://dblp.org/rec/conf/icml/TamarCM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ChenCM13, author = {Yudong Chen and Constantine Caramanis and Shie Mannor}, title = {Robust Sparse Regression under Adversarial Corruption}, booktitle = {Proceedings of the 30th International Conference on Machine Learning, {ICML} 2013, Atlanta, GA, USA, 16-21 June 2013}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {28}, pages = {774--782}, publisher = {JMLR.org}, year = {2013}, url = {http://proceedings.mlr.press/v28/chen13h.html}, timestamp = {Tue, 10 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/ChenCM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/HallakCM13, author = {Assaf Hallak and Dotan Di Castro and Shie Mannor}, editor = {Inderjit S. Dhillon and Yehuda Koren and Rayid Ghani and Ted E. Senator and Paul Bradley and Rajesh Parekh and Jingrui He and Robert L. Grossman and Ramasamy Uthurusamy}, title = {Model selection in markovian processes}, booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013}, pages = {374--382}, publisher = {{ACM}}, year = {2013}, url = {https://doi.org/10.1145/2487575.2487613}, doi = {10.1145/2487575.2487613}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/HallakCM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mobihoc/MillingCMS13, author = {Chris Milling and Constantine Caramanis and Shie Mannor and Sanjay Shakkottai}, editor = {A. Chockalingam and D. Manjunath and Massimo Franceschetti and Leandros Tassiulas}, title = {Detecting epidemics using highly noisy data}, booktitle = {The Fourteenth {ACM} International Symposium on Mobile Ad Hoc Networking and Computing, MobiHoc '13, Bangalore, India, July 29 - August 01, 2013}, pages = {177--186}, publisher = {{ACM}}, year = {2013}, url = {https://doi.org/10.1145/2491288.2491294}, doi = {10.1145/2491288.2491294}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mobihoc/MillingCMS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LimXM13, author = {Shiau Hong Lim and Huan Xu and Shie Mannor}, editor = {Christopher J. C. Burges and L{\'{e}}on Bottou and Zoubin Ghahramani and Kilian Q. Weinberger}, title = {Reinforcement Learning in Robust Markov Decision Processes}, booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States}, pages = {701--709}, year = {2013}, url = {https://proceedings.neurips.cc/paper/2013/hash/0deb1c54814305ca9ad266f53bc82511-Abstract.html}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LimXM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/FengXMY13, author = {Jiashi Feng and Huan Xu and Shie Mannor and Shuicheng Yan}, editor = {Christopher J. C. Burges and L{\'{e}}on Bottou and Zoubin Ghahramani and Kilian Q. Weinberger}, title = {Online {PCA} for Contaminated Data}, booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States}, pages = {764--772}, year = {2013}, url = {https://proceedings.neurips.cc/paper/2013/hash/9a96876e2f8f3dc4f3cf45f02c61c0c1-Abstract.html}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/FengXMY13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/VainsencherMX13, author = {Daniel Vainsencher and Shie Mannor and Huan Xu}, editor = {Christopher J. C. Burges and L{\'{e}}on Bottou and Zoubin Ghahramani and Kilian Q. Weinberger}, title = {Learning Multiple Models via Regularized Weighting}, booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States}, pages = {1977--1985}, year = {2013}, url = {https://proceedings.neurips.cc/paper/2013/hash/9ab0d88431732957a618d4a469a0d4c3-Abstract.html}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/VainsencherMX13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1301-0104, author = {Aviv Tamar and Dotan Di Castro and Shie Mannor}, title = {Policy Evaluation with Variance Related Risk Criteria in Markov Decision Processes}, journal = {CoRR}, volume = {abs/1301.0104}, year = {2013}, url = {http://arxiv.org/abs/1301.0104}, eprinttype = {arXiv}, eprint = {1301.0104}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-0104.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1301-2725, author = {Yudong Chen and Constantine Caramanis and Shie Mannor}, title = {Robust High Dimensional Sparse Regression and Matching Pursuit}, journal = {CoRR}, volume = {abs/1301.2725}, year = {2013}, url = {http://arxiv.org/abs/1301.2725}, eprinttype = {arXiv}, eprint = {1301.2725}, timestamp = {Tue, 10 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-2725.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1302-6927, author = {Oren Anava and Elad Hazan and Shie Mannor and Ohad Shamir}, title = {Online Learning for Time Series Prediction}, journal = {CoRR}, volume = {abs/1302.6927}, year = {2013}, url = {http://arxiv.org/abs/1302.6927}, eprinttype = {arXiv}, eprint = {1302.6927}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1302-6927.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1302-6937, author = {Oren Anava and Elad Hazan and Shie Mannor}, title = {Online Learning for Loss Functions with Memory and Applications to Statistical Arbitrage}, journal = {CoRR}, volume = {abs/1302.6937}, year = {2013}, url = {http://arxiv.org/abs/1302.6937}, eprinttype = {arXiv}, eprint = {1302.6937}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1302-6937.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1305-5399, author = {Shie Mannor and Vianney Perchet and Gilles Stoltz}, title = {A Primal Condition for Approachability with Partial Monitoring}, journal = {CoRR}, volume = {abs/1305.5399}, year = {2013}, url = {http://arxiv.org/abs/1305.5399}, eprinttype = {arXiv}, eprint = {1305.5399}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1305-5399.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/TamarXM13, author = {Aviv Tamar and Huan Xu and Shie Mannor}, title = {Scaling Up Robust MDPs by Reinforcement Learning}, journal = {CoRR}, volume = {abs/1306.6189}, year = {2013}, url = {http://arxiv.org/abs/1306.6189}, eprinttype = {arXiv}, eprint = {1306.6189}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/TamarXM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MeiromMO13, author = {Eli A. Meirom and Shie Mannor and Ariel Orda}, title = {Formation Games and the Internet Structure}, journal = {CoRR}, volume = {abs/1307.4102}, year = {2013}, url = {http://arxiv.org/abs/1307.4102}, eprinttype = {arXiv}, eprint = {1307.4102}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MeiromMO13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MillingCMS13, author = {Chris Milling and Constantine Caramanis and Shie Mannor and Sanjay Shakkottai}, title = {Distinguishing Infections on Different Graph Topologies}, journal = {CoRR}, volume = {abs/1309.6545}, year = {2013}, url = {http://arxiv.org/abs/1309.6545}, eprinttype = {arXiv}, eprint = {1309.6545}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MillingCMS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/TamarM13, author = {Aviv Tamar and Shie Mannor}, title = {Variance Adjusted Actor Critic Algorithms}, journal = {CoRR}, volume = {abs/1310.3697}, year = {2013}, url = {http://arxiv.org/abs/1310.3697}, eprinttype = {arXiv}, eprint = {1310.3697}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/TamarM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GopalanMM13, author = {Aditya Gopalan and Shie Mannor and Yishay Mansour}, title = {Thompson Sampling for Complex Bandit Problems}, journal = {CoRR}, volume = {abs/1311.0466}, year = {2013}, url = {http://arxiv.org/abs/1311.0466}, eprinttype = {arXiv}, eprint = {1311.0466}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GopalanMM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/anor/DanakM12, author = {Amir Danak and Shie Mannor}, title = {Approximately optimal bidding policies for repeated first-price auctions}, journal = {Ann. Oper. Res.}, volume = {196}, number = {1}, pages = {189--199}, year = {2012}, url = {https://doi.org/10.1007/s10479-012-1148-8}, doi = {10.1007/S10479-012-1148-8}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/anor/DanakM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ior/XuCM12, author = {Huan Xu and Constantine Caramanis and Shie Mannor}, title = {Optimization Under Probabilistic Envelope Constraints}, journal = {Oper. Res.}, volume = {60}, number = {3}, pages = {682--699}, year = {2012}, url = {https://doi.org/10.1287/opre.1120.1054}, doi = {10.1287/OPRE.1120.1054}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ior/XuCM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/XuM12, author = {Huan Xu and Shie Mannor}, title = {Robustness and generalization}, journal = {Mach. Learn.}, volume = {86}, number = {3}, pages = {391--423}, year = {2012}, url = {https://doi.org/10.1007/s10994-011-5268-1}, doi = {10.1007/S10994-011-5268-1}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/XuM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mor/XuCM12, author = {Huan Xu and Constantine Caramanis and Shie Mannor}, title = {A Distributional Interpretation of Robust Optimization}, journal = {Math. Oper. Res.}, volume = {37}, number = {1}, pages = {95--110}, year = {2012}, url = {https://doi.org/10.1287/moor.1110.0531}, doi = {10.1287/MOOR.1110.0531}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mor/XuCM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mor/XuM12, author = {Huan Xu and Shie Mannor}, title = {Distributionally Robust Markov Decision Processes}, journal = {Math. Oper. Res.}, volume = {37}, number = {2}, pages = {288--300}, year = {2012}, url = {https://doi.org/10.1287/moor.1120.0540}, doi = {10.1287/MOOR.1120.0540}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mor/XuM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/XuCM12, author = {Huan Xu and Constantine Caramanis and Shie Mannor}, title = {Sparse Algorithms Are Not Stable: {A} No-Free-Lunch Theorem}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {34}, number = {1}, pages = {187--193}, year = {2012}, url = {https://doi.org/10.1109/TPAMI.2011.177}, doi = {10.1109/TPAMI.2011.177}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/XuCM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcom/Leduc-PrimeauHMG12, author = {Fran{\c{c}}ois Leduc{-}Primeau and Saied Hemati and Shie Mannor and Warren J. Gross}, title = {Dithered Belief Propagation Decoding}, journal = {{IEEE} Trans. Commun.}, volume = {60}, number = {8}, pages = {2042--2047}, year = {2012}, url = {https://doi.org/10.1109/TCOMM.2012.050812.110115A}, doi = {10.1109/TCOMM.2012.050812.110115A}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcom/Leduc-PrimeauHMG12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/allerton/MillingCMS12, author = {Chris Milling and Constantine Caramanis and Shie Mannor and Sanjay Shakkottai}, title = {On identifying the causative network of an epidemic}, booktitle = {50th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2012, Allerton Park {\&} Retreat Center, Monticello, IL, USA, October 1-5, 2012}, pages = {909--914}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/Allerton.2012.6483315}, doi = {10.1109/ALLERTON.2012.6483315}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/allerton/MillingCMS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdc/KizilkaleMC12, author = {Arman C. Kizilkale and Shie Mannor and Peter E. Caines}, title = {Large scale real-time bidding in the smart grid: {A} mean field framework}, booktitle = {Proceedings of the 51th {IEEE} Conference on Decision and Control, {CDC} 2012, December 10-13, 2012, Maui, HI, {USA}}, pages = {3680--3687}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/CDC.2012.6425895}, doi = {10.1109/CDC.2012.6425895}, timestamp = {Fri, 04 Mar 2022 13:28:47 +0100}, biburl = {https://dblp.org/rec/conf/cdc/KizilkaleMC12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdc/KizilkaleM12, author = {Arman C. Kizilkale and Shie Mannor}, title = {Duality of ancillary services and intermittent suppliers}, booktitle = {Proceedings of the 51th {IEEE} Conference on Decision and Control, {CDC} 2012, December 10-13, 2012, Maui, HI, {USA}}, pages = {4977--4984}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/CDC.2012.6426759}, doi = {10.1109/CDC.2012.6426759}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cdc/KizilkaleM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/AvnerMS12, author = {Orly Avner and Shie Mannor and Ohad Shamir}, title = {Decoupling Exploration and Exploitation in Multi-Armed Bandits}, booktitle = {Proceedings of the 29th International Conference on Machine Learning, {ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012}, publisher = {icml.cc / Omnipress}, year = {2012}, url = {http://icml.cc/2012/papers/230.pdf}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/AvnerMS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/CastroTM12, author = {Dotan Di Castro and Aviv Tamar and Shie Mannor}, title = {Policy Gradients with Variance Related Risk Criteria}, booktitle = {Proceedings of the 29th International Conference on Machine Learning, {ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012}, publisher = {icml.cc / Omnipress}, year = {2012}, url = {http://icml.cc/2012/papers/489.pdf}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/CastroTM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/MannorMX12, author = {Shie Mannor and Ofir Mebel and Huan Xu}, title = {Lightning Does Not Strike Twice: Robust MDPs with Coupled Uncertainty}, booktitle = {Proceedings of the 29th International Conference on Machine Learning, {ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012}, publisher = {icml.cc / Omnipress}, year = {2012}, url = {http://icml.cc/2012/papers/215.pdf}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/MannorMX12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/HarelM12, author = {Maayan Harel and Shie Mannor}, editor = {Peter L. Bartlett and Fernando C. N. Pereira and Christopher J. C. Burges and L{\'{e}}on Bottou and Kilian Q. Weinberger}, title = {The Perturbed Variation}, booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States}, pages = {1943--1951}, year = {2012}, url = {https://proceedings.neurips.cc/paper/2012/hash/168908dd3227b8358eababa07fcaf091-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/HarelM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigmetrics/MillingCMS12, author = {Chris Milling and Constantine Caramanis and Shie Mannor and Sanjay Shakkottai}, editor = {Peter G. Harrison and Martin F. Arlitt and Giuliano Casale}, title = {Network forensics: random infection vs spreading epidemic}, booktitle = {{ACM} {SIGMETRICS/PERFORMANCE} Joint International Conference on Measurement and Modeling of Computer Systems, {SIGMETRICS} '12, London, United Kingdom, June 11-15, 2012}, pages = {223--234}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2254756.2254784}, doi = {10.1145/2254756.2254784}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigmetrics/MillingCMS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sips/TehraniSMG12, author = {Saeed Sharifi Tehrani and Paul H. Siegel and Shie Mannor and Warren J. Gross}, title = {Joint Stochastic Decoding of {LDPC} Codes and Partial-Response Channels}, booktitle = {2012 {IEEE} Workshop on Signal Processing Systems, Quebec City, QC, Canada, October 17-19, 2012}, pages = {13--18}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/SiPS.2012.55}, doi = {10.1109/SIPS.2012.55}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sips/TehraniSMG12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/MannorS12, author = {Shie Mannor and Nathan Srebro}, editor = {Shie Mannor and Nathan Srebro and Robert C. Williamson}, title = {Preface}, booktitle = {{COLT} 2012 - The 25th Annual Conference on Learning Theory, June 25-27, 2012, Edinburgh, Scotland}, series = {{JMLR} Proceedings}, volume = {23}, pages = {1.1--1.2}, publisher = {JMLR.org}, year = {2012}, url = {http://proceedings.mlr.press/v23/mannor12/mannor12.pdf}, timestamp = {Wed, 29 May 2019 08:41:46 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/MannorS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/HaimovitchCM12, author = {Yoav Haimovitch and Koby Crammer and Shie Mannor}, editor = {Steven C. H. Hoi and Wray L. Buntine}, title = {More Is Better: Large Scale Partially-supervised Sentiment Classication}, booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML} 2012, Singapore, Singapore, November 4-6, 2012}, series = {{JMLR} Proceedings}, volume = {25}, pages = {175--190}, publisher = {JMLR.org}, year = {2012}, url = {http://proceedings.mlr.press/v25/haimovitch12.html}, timestamp = {Wed, 29 May 2019 08:41:47 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/HaimovitchCM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/XuCM12, author = {Huan Xu and Constantine Caramanis and Shie Mannor}, editor = {Neil D. Lawrence and Mark A. Girolami}, title = {Statistical Optimization in High Dimensions}, booktitle = {Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands, Spain, April 21-23, 2012}, series = {{JMLR} Proceedings}, volume = {22}, pages = {1332--1340}, publisher = {JMLR.org}, year = {2012}, url = {http://proceedings.mlr.press/v22/xu12a.html}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jmlr/XuCM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/sp/12/VlassisGMP12, author = {Nikos Vlassis and Mohammad Ghavamzadeh and Shie Mannor and Pascal Poupart}, editor = {Marco A. Wiering and Martijn van Otterlo}, title = {Bayesian Reinforcement Learning}, booktitle = {Reinforcement Learning}, series = {Adaptation, Learning, and Optimization}, volume = {12}, pages = {359--386}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-27645-3\_11}, doi = {10.1007/978-3-642-27645-3\_11}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/sp/12/VlassisGMP12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/colt/2012, editor = {Shie Mannor and Nathan Srebro and Robert C. Williamson}, title = {{COLT} 2012 - The 25th Annual Conference on Learning Theory, June 25-27, 2012, Edinburgh, Scotland}, series = {{JMLR} Proceedings}, volume = {23}, publisher = {JMLR.org}, year = {2012}, url = {http://proceedings.mlr.press/v23/}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/colt/2012.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1205-2428, author = {Fran{\c{c}}ois Leduc{-}Primeau and Saied Hemati and Shie Mannor and Warren J. Gross}, title = {Relaxed Half-Stochastic Belief Propagation}, journal = {CoRR}, volume = {abs/1205.2428}, year = {2012}, url = {http://arxiv.org/abs/1205.2428}, eprinttype = {arXiv}, eprint = {1205.2428}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1205-2428.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1205-2874, author = {Orly Avner and Shie Mannor and Ohad Shamir}, title = {Decoupling Exploration and Exploitation in Multi-Armed Bandits}, journal = {CoRR}, volume = {abs/1205.2874}, year = {2012}, url = {http://arxiv.org/abs/1205.2874}, eprinttype = {arXiv}, eprint = {1205.2874}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1205-2874.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1206-4169, author = {Loc Bui and Ramesh Johari and Shie Mannor}, title = {Clustered Bandits}, journal = {CoRR}, volume = {abs/1206.4169}, year = {2012}, url = {http://arxiv.org/abs/1206.4169}, eprinttype = {arXiv}, eprint = {1206.4169}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1206-4169.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1206-4643, author = {Shie Mannor and Ofir Mebel and Huan Xu}, title = {Lightning Does Not Strike Twice: Robust MDPs with Coupled Uncertainty}, journal = {CoRR}, volume = {abs/1206.4643}, year = {2012}, url = {http://arxiv.org/abs/1206.4643}, eprinttype = {arXiv}, eprint = {1206.4643}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1206-4643.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1208-2417, author = {Assaf Hallak and Shie Mannor}, title = {How to sample if you must: on optimal functional sampling}, journal = {CoRR}, volume = {abs/1208.2417}, year = {2012}, url = {http://arxiv.org/abs/1208.2417}, eprinttype = {arXiv}, eprint = {1208.2417}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1208-2417.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1209-6329, author = {Yoav Haimovitch and Koby Crammer and Shie Mannor}, title = {More Is Better: Large Scale Partially-supervised Sentiment Classification - Appendix}, journal = {CoRR}, volume = {abs/1209.6329}, year = {2012}, url = {http://arxiv.org/abs/1209.6329}, eprinttype = {arXiv}, eprint = {1209.6329}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1209-6329.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1210-4006, author = {Maayan Harel and Shie Mannor}, title = {The Perturbed Variation}, journal = {CoRR}, volume = {abs/1210.4006}, year = {2012}, url = {http://arxiv.org/abs/1210.4006}, eprinttype = {arXiv}, eprint = {1210.4006}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1210-4006.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/VainsencherMB11a, author = {Daniel Vainsencher and Shie Mannor and Alfred M. Bruckstein}, title = {The Sample Complexity of Dictionary Learning}, journal = {J. Mach. Learn. Res.}, volume = {12}, pages = {3259--3281}, year = {2011}, url = {https://dl.acm.org/doi/10.5555/1953048.2078210}, doi = {10.5555/1953048.2078210}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/VainsencherMB11a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tciaig/DanakM11, author = {Amir Danak and Shie Mannor}, title = {A Robust Learning Approach to Repeated Auctions With Monitoring and Entry Fees}, journal = {{IEEE} Trans. Comput. Intell. {AI} Games}, volume = {3}, number = {4}, pages = {302--315}, year = {2011}, url = {https://doi.org/10.1109/TCIAIG.2011.2160994}, doi = {10.1109/TCIAIG.2011.2160994}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tciaig/DanakM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tpds/DanakM11, author = {Amir Danak and Shie Mannor}, title = {Efficient Bidding in Dynamic Grid Markets}, journal = {{IEEE} Trans. Parallel Distributed Syst.}, volume = {22}, number = {9}, pages = {1483--1496}, year = {2011}, url = {https://doi.org/10.1109/TPDS.2011.29}, doi = {10.1109/TPDS.2011.29}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tpds/DanakM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/NaderiMSG11, author = {Ali Naderi and Shie Mannor and Mohamad Sawan and Warren J. Gross}, title = {Delayed Stochastic Decoding of {LDPC} Codes}, journal = {{IEEE} Trans. Signal Process.}, volume = {59}, number = {11}, pages = {5617--5626}, year = {2011}, url = {https://doi.org/10.1109/TSP.2011.2163630}, doi = {10.1109/TSP.2011.2163630}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsp/NaderiMSG11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/vlsisp/TehraniNKMG11, author = {Saeed Sharifi Tehrani and Ali Naderi and Guy{-}Armand Kamendje and Shie Mannor and Warren J. Gross}, title = {Tracking Forecast Memories for Stochastic Decoding}, journal = {J. Signal Process. Syst.}, volume = {63}, number = {1}, pages = {117--127}, year = {2011}, url = {https://doi.org/10.1007/s11265-009-0441-5}, doi = {10.1007/S11265-009-0441-5}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/vlsisp/TehraniNKMG11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaaiss/FrankMP11, author = {Jordan Frank and Shie Mannor and Doina Precup}, title = {Activity Recognition with Time-Delay Emobeddings}, booktitle = {Computational Physiology, Papers from the 2011 {AAAI} Spring Symposium, Technical Report SS-11-04, Stanford, California, USA, March 21-23, 2011}, publisher = {{AAAI}}, year = {2011}, url = {http://www.aaai.org/ocs/index.php/SSS/SSS11/paper/view/2446}, timestamp = {Mon, 13 Feb 2012 17:06:00 +0100}, biburl = {https://dblp.org/rec/conf/aaaiss/FrankMP11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdc/KizilkaleM11, author = {Arman C. Kizilkale and Shie Mannor}, title = {Regulation and double price mechanisms in markets with friction}, booktitle = {50th {IEEE} Conference on Decision and Control and European Control Conference, 11th European Control Conference, {CDC/ECC} 2011, Orlando, FL, USA, December 12-15, 2011}, pages = {33--40}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/CDC.2011.6161107}, doi = {10.1109/CDC.2011.6161107}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cdc/KizilkaleM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdc/AvnerM11, author = {Orly Avner and Shie Mannor}, title = {Stochastic bandits with pathwise constraints}, booktitle = {50th {IEEE} Conference on Decision and Control and European Control Conference, 11th European Control Conference, {CDC/ECC} 2011, Orlando, FL, USA, December 12-15, 2011}, pages = {3862--3869}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/CDC.2011.6161093}, doi = {10.1109/CDC.2011.6161093}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cdc/AvnerM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/YuM11, author = {Jia Yuan Yu and Shie Mannor}, editor = {Lise Getoor and Tobias Scheffer}, title = {Unimodal Bandits}, booktitle = {Proceedings of the 28th International Conference on Machine Learning, {ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011}, pages = {41--48}, publisher = {Omnipress}, year = {2011}, url = {https://icml.cc/2011/papers/50\_icmlpaper.pdf}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/YuM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/MannorT11, author = {Shie Mannor and John N. Tsitsiklis}, editor = {Lise Getoor and Tobias Scheffer}, title = {Mean-Variance Optimization in Markov Decision Processes}, booktitle = {Proceedings of the 28th International Conference on Machine Learning, {ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011}, pages = {177--184}, publisher = {Omnipress}, year = {2011}, url = {https://icml.cc/2011/papers/156\_icmlpaper.pdf}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/MannorT11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/HarelM11, author = {Maayan Harel and Shie Mannor}, editor = {Lise Getoor and Tobias Scheffer}, title = {Learning from Multiple Outlooks}, booktitle = {Proceedings of the 28th International Conference on Machine Learning, {ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011}, pages = {401--408}, publisher = {Omnipress}, year = {2011}, url = {https://icml.cc/2011/papers/275\_icmlpaper.pdf}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/HarelM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/VainsencherDM11, author = {Daniel Vainsencher and Ofer Dekel and Shie Mannor}, editor = {Lise Getoor and Tobias Scheffer}, title = {Bundle Selling by Online Estimation of Valuation Functions}, booktitle = {Proceedings of the 28th International Conference on Machine Learning, {ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011}, pages = {1137--1144}, publisher = {Omnipress}, year = {2011}, url = {https://icml.cc/2011/papers/582\_icmlpaper.pdf}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/VainsencherDM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/XuM11, author = {Huan Xu and Shie Mannor}, editor = {Toby Walsh}, title = {Probabilistic Goal Markov Decision Processes}, booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22, 2011}, pages = {2046--2052}, publisher = {{IJCAI/AAAI}}, year = {2011}, url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-341}, doi = {10.5591/978-1-57735-516-8/IJCAI11-341}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/XuM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/infocom/JagannathanMMM11, author = {Krishna P. Jagannathan and Shie Mannor and Ishai Menache and Eytan H. Modiano}, title = {A state action frequency approach to throughput maximization over uncertain wireless channels}, booktitle = {{INFOCOM} 2011. 30th {IEEE} International Conference on Computer Communications, Joint Conference of the {IEEE} Computer and Communications Societies, 10-15 April 2011, Shanghai, China}, pages = {491--495}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/INFCOM.2011.5935211}, doi = {10.1109/INFCOM.2011.5935211}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/infocom/JagannathanMMM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MannorS11, author = {Shie Mannor and Ohad Shamir}, editor = {John Shawe{-}Taylor and Richard S. Zemel and Peter L. Bartlett and Fernando C. N. Pereira and Kilian Q. Weinberger}, title = {From Bandits to Experts: On the Value of Side-Observations}, booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, Granada, Spain}, pages = {684--692}, year = {2011}, url = {https://proceedings.neurips.cc/paper/2011/hash/e1e32e235eee1f970470a3a6658dfdd5-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/MannorS11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BuiJM11, author = {Loc Bui and Ramesh Johari and Shie Mannor}, editor = {John Shawe{-}Taylor and Richard S. Zemel and Peter L. Bartlett and Fernando C. N. Pereira and Kilian Q. Weinberger}, title = {Committing Bandits}, booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, Granada, Spain}, pages = {1557--1565}, year = {2011}, url = {https://proceedings.neurips.cc/paper/2011/hash/d56b9fc4b0f1be8871f5e1c40c0067e7-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BuiJM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/FrankMP11, author = {Jordan Frank and Shie Mannor and Doina Precup}, editor = {Dimitrios Gunopulos and Thomas Hofmann and Donato Malerba and Michalis Vazirgiannis}, title = {Activity Recognition with Mobile Phones}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {6913}, pages = {630--633}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-23808-6\_44}, doi = {10.1007/978-3-642-23808-6\_44}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/FrankMP11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/MannorPS11, author = {Shie Mannor and Vianney Perchet and Gilles Stoltz}, editor = {Sham M. Kakade and Ulrike von Luxburg}, title = {Robust approachability and regret minimization in games with partial monitoring}, booktitle = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June 9-11, 2011, Budapest, Hungary}, series = {{JMLR} Proceedings}, volume = {19}, pages = {515--536}, publisher = {JMLR.org}, year = {2011}, url = {http://proceedings.mlr.press/v19/mannor11a/mannor11a.pdf}, timestamp = {Wed, 29 May 2019 08:41:47 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/MannorPS11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/VainsencherMB11, author = {Daniel Vainsencher and Shie Mannor and Alfred M. Bruckstein}, editor = {Sham M. Kakade and Ulrike von Luxburg}, title = {The Sample Complexity of Dictionary Learning}, booktitle = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June 9-11, 2011, Budapest, Hungary}, series = {{JMLR} Proceedings}, volume = {19}, pages = {773--788}, publisher = {JMLR.org}, year = {2011}, url = {http://proceedings.mlr.press/v19/vainsencher11a/vainsencher11a.pdf}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/VainsencherMB11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/AbernethyM11, author = {Jacob D. Abernethy and Shie Mannor}, editor = {Sham M. Kakade and Ulrike von Luxburg}, title = {Does an Efficient Calibrated Forecasting Strategy Exist?}, booktitle = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June 9-11, 2011, Budapest, Hungary}, series = {{JMLR} Proceedings}, volume = {19}, pages = {809--812}, publisher = {JMLR.org}, year = {2011}, url = {http://proceedings.mlr.press/v19/abernethy11a/abernethy11a.pdf}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/AbernethyM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1104-5601, author = {Shie Mannor and John N. Tsitsiklis}, title = {Mean-Variance Optimization in Markov Decision Processes}, journal = {CoRR}, volume = {abs/1104.5601}, year = {2011}, url = {http://arxiv.org/abs/1104.5601}, eprinttype = {arXiv}, eprint = {1104.5601}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1104-5601.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1105-4995, author = {Shie Mannor and Vianney Perchet and Gilles Stoltz}, title = {Robust approachability and regret minimization in games with partial monitoring}, journal = {CoRR}, volume = {abs/1105.4995}, year = {2011}, url = {http://arxiv.org/abs/1105.4995}, eprinttype = {arXiv}, eprint = {1105.4995}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1105-4995.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1106-2436, author = {Shie Mannor and Ohad Shamir}, title = {From Bandits to Experts: On the Value of Side-Observations}, journal = {CoRR}, volume = {abs/1106.2436}, year = {2011}, url = {http://arxiv.org/abs/1106.2436}, eprinttype = {arXiv}, eprint = {1106.2436}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1106-2436.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1109-2296, author = {Dotan Di Castro and Claudio Gentile and Shie Mannor}, title = {Bandits with an Edge}, journal = {CoRR}, volume = {abs/1109.2296}, year = {2011}, url = {http://arxiv.org/abs/1109.2296}, eprinttype = {arXiv}, eprint = {1109.2296}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1109-2296.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1109-3151, author = {Arman C. Kizilkale and Shie Mannor}, title = {Regulation, Volatility and Efficiency in Continuous-Time Markets}, journal = {CoRR}, volume = {abs/1109.3151}, year = {2011}, url = {http://arxiv.org/abs/1109.3151}, eprinttype = {arXiv}, eprint = {1109.3151}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1109-3151.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/icl/LerouxHMG10, author = {Camille Leroux and Saied Hemati and Shie Mannor and Warren J. Gross}, title = {Stochastic Chase Decoding of Reed-Solomon Codes}, journal = {{IEEE} Commun. Lett.}, volume = {14}, number = {9}, pages = {863--865}, year = {2010}, url = {https://doi.org/10.1109/LCOMM.2010.09.100594}, doi = {10.1109/LCOMM.2010.09.100594}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/icl/LerouxHMG10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ior/DelageM10, author = {Erick Delage and Shie Mannor}, title = {Percentile Optimization for Markov Decision Processes with Parameter Uncertainty}, journal = {Oper. Res.}, volume = {58}, number = {1}, pages = {203--213}, year = {2010}, url = {https://doi.org/10.1287/opre.1080.0685}, doi = {10.1287/OPRE.1080.0685}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ior/DelageM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mor/MannorS10, author = {Shie Mannor and Gilles Stoltz}, title = {A Geometric Proof of Calibration}, journal = {Math. Oper. Res.}, volume = {35}, number = {4}, pages = {721--727}, year = {2010}, url = {https://doi.org/10.1287/moor.1100.0465}, doi = {10.1287/MOOR.1100.0465}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mor/MannorS10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcas/CushonLHMG10, author = {Kevin Cushon and Camille Leroux and Saied Hemati and Shie Mannor and Warren J. Gross}, title = {A Min-Sum Iterative Decoder Based on Pulsewidth Message Encoding}, journal = {{IEEE} Trans. Circuits Syst. {II} Express Briefs}, volume = {57-II}, number = {11}, pages = {893--897}, year = {2010}, url = {https://doi.org/10.1109/TCSII.2010.2082970}, doi = {10.1109/TCSII.2010.2082970}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcas/CushonLHMG10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/XuCM10, author = {Huan Xu and Constantine Caramanis and Shie Mannor}, title = {Robust regression and Lasso}, journal = {{IEEE} Trans. Inf. Theory}, volume = {56}, number = {7}, pages = {3561--3574}, year = {2010}, url = {https://doi.org/10.1109/TIT.2010.2048503}, doi = {10.1109/TIT.2010.2048503}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tit/XuCM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/TehraniNKHMG10, author = {Saeed Sharifi Tehrani and Ali Naderi and Guy{-}Armand Kamendje and Saied Hemati and Shie Mannor and Warren J. Gross}, title = {Majority-based tracking forecast memories for stochastic {LDPC} decoding}, journal = {{IEEE} Trans. Signal Process.}, volume = {58}, number = {9}, pages = {4883--4896}, year = {2010}, url = {https://doi.org/10.1109/TSP.2010.2051434}, doi = {10.1109/TSP.2010.2051434}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsp/TehraniNKHMG10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/TehraniWGMHG10, author = {Saeed Sharifi Tehrani and Chris Winstead and Warren J. Gross and Shie Mannor and Sheryl L. Howard and Vincent C. Gaudet}, title = {Relaxation dynamics in stochastic iterative decoders}, journal = {{IEEE} Trans. Signal Process.}, volume = {58}, number = {11}, pages = {5955--5961}, year = {2010}, url = {https://doi.org/10.1109/TSP.2010.2066269}, doi = {10.1109/TSP.2010.2066269}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsp/TehraniWGMHG10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/FrankMP10, author = {Jordan Frank and Shie Mannor and Doina Precup}, editor = {Maria Fox and David Poole}, title = {Activity and Gait Recognition with Time-Delay Embeddings}, booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010}, pages = {1581--1586}, publisher = {{AAAI} Press}, year = {2010}, url = {https://doi.org/10.1609/aaai.v24i1.7724}, doi = {10.1609/AAAI.V24I1.7724}, timestamp = {Mon, 04 Sep 2023 16:23:45 +0200}, biburl = {https://dblp.org/rec/conf/aaai/FrankMP10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/allerton/SarkisHMG10, author = {Gabi Sarkis and Saied Hemati and Shie Mannor and Warren J. Gross}, title = {Relaxed half-stochastic decoding of {LDPC} codes over GF(q)}, booktitle = {48th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2010, Monticello, IL, USA, September 29 - October 1, 2020}, pages = {36--41}, publisher = {{IEEE}}, year = {2010}, url = {https://doi.org/10.1109/ALLERTON.2010.5706885}, doi = {10.1109/ALLERTON.2010.5706885}, timestamp = {Sun, 17 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/allerton/SarkisHMG10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/allerton/KizilkaleM10, author = {Arman C. Kizilkale and Shie Mannor}, title = {Volatility and efficiency in markets with friction}, booktitle = {48th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2010, Monticello, IL, USA, September 29 - October 1, 2020}, pages = {50--57}, publisher = {{IEEE}}, year = {2010}, url = {https://doi.org/10.1109/ALLERTON.2010.5706887}, doi = {10.1109/ALLERTON.2010.5706887}, timestamp = {Sun, 17 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/allerton/KizilkaleM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/allerton/XuCM10, author = {Huan Xu and Constantine Caramanis and Shie Mannor}, title = {A distributional interpretation of robust optimization}, booktitle = {48th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2010, Monticello, IL, USA, September 29 - October 1, 2020}, pages = {552--556}, publisher = {{IEEE}}, year = {2010}, url = {https://doi.org/10.1109/ALLERTON.2010.5706955}, doi = {10.1109/ALLERTON.2010.5706955}, timestamp = {Sun, 17 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/allerton/XuCM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/allerton/CastroM10, author = {Dotan Di Castro and Shie Mannor}, title = {Tutor learning using linear constraints in approximate dynamic programming}, booktitle = {48th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2010, Monticello, IL, USA, September 29 - October 1, 2020}, pages = {1384--1390}, publisher = {{IEEE}}, year = {2010}, url = {https://doi.org/10.1109/ALLERTON.2010.5707075}, doi = {10.1109/ALLERTON.2010.5707075}, timestamp = {Sun, 17 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/allerton/CastroM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdc/KizilkaleM10, author = {Arman C. Kizilkale and Shie Mannor}, title = {Regulation and efficiency in markets with friction}, booktitle = {Proceedings of the 49th {IEEE} Conference on Decision and Control, {CDC} 2010, December 15-17, 2010, Atlanta, Georgia, {USA}}, pages = {4137--4144}, publisher = {{IEEE}}, year = {2010}, url = {https://doi.org/10.1109/CDC.2010.5717446}, doi = {10.1109/CDC.2010.5717446}, timestamp = {Fri, 04 Mar 2022 13:28:01 +0100}, biburl = {https://dblp.org/rec/conf/cdc/KizilkaleM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdc/CastroM10, author = {Dotan Di Castro and Shie Mannor}, title = {Adaptive bases for Q-learning}, booktitle = {Proceedings of the 49th {IEEE} Conference on Decision and Control, {CDC} 2010, December 15-17, 2010, Atlanta, Georgia, {USA}}, pages = {4587--4593}, publisher = {{IEEE}}, year = {2010}, url = {https://doi.org/10.1109/CDC.2010.5717385}, doi = {10.1109/CDC.2010.5717385}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cdc/CastroM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/Even-DarMM10, author = {Eyal Even{-}Dar and Shie Mannor and Yishay Mansour}, editor = {Adam Tauman Kalai and Mehryar Mohri}, title = {Learning with Global Cost in Stochastic Environments}, booktitle = {{COLT} 2010 - The 23rd Conference on Learning Theory, Haifa, Israel, June 27-29, 2010}, pages = {80--92}, publisher = {Omnipress}, year = {2010}, url = {http://colt2010.haifa.il.ibm.com/papers/COLT2010proceedings.pdf\#page=88}, timestamp = {Tue, 25 Jan 2022 13:23:33 +0100}, biburl = {https://dblp.org/rec/conf/colt/Even-DarMM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/XuCM10, author = {Huan Xu and Constantine Caramanis and Shie Mannor}, editor = {Adam Tauman Kalai and Mehryar Mohri}, title = {Principal Component Analysis with Contaminated Data: The High Dimensional Case}, booktitle = {{COLT} 2010 - The 23rd Conference on Learning Theory, Haifa, Israel, June 27-29, 2010}, pages = {490--502}, publisher = {Omnipress}, year = {2010}, url = {http://colt2010.haifa.il.ibm.com/papers/COLT2010proceedings.pdf\#page=498}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/colt/XuCM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/XuM10, author = {Huan Xu and Shie Mannor}, editor = {Adam Tauman Kalai and Mehryar Mohri}, title = {Robustness and Generalization}, booktitle = {{COLT} 2010 - The 23rd Conference on Learning Theory, Haifa, Israel, June 27-29, 2010}, pages = {503--515}, publisher = {Omnipress}, year = {2010}, url = {http://colt2010.haifa.il.ibm.com/papers/COLT2010proceedings.pdf\#page=511}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/colt/XuM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/globecom/Leduc-PrimeauHMG10, author = {Fran{\c{c}}ois Leduc{-}Primeau and Saied Hemati and Shie Mannor and Warren J. Gross}, title = {Lowering Error Floors Using Dithered Belief Propagation}, booktitle = {Proceedings of the Global Communications Conference, 2010. {GLOBECOM} 2010, 6-10 December 2010, Miami, Florida, {USA}}, pages = {1--6}, publisher = {{IEEE}}, year = {2010}, url = {https://doi.org/10.1109/GLOCOM.2010.5683799}, doi = {10.1109/GLOCOM.2010.5683799}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/globecom/Leduc-PrimeauHMG10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/huc/FrankMP10, author = {Jordan Frank and Shie Mannor and Doina Precup}, editor = {Jakob E. Bardram and Marc Langheinrich and Khai N. Truong and Paddy Nixon}, title = {A novel similarity measure for time series data with applications to gait and activity recognition}, booktitle = {UbiComp 2010: Ubiquitous Computing, 12th International Conference, UbiComp 2010, Copenhagen, Denmark, September 26-29, 2010, Adjunct Papers Proceedings}, series = {{ACM} International Conference Proceeding Series}, pages = {407--408}, publisher = {{ACM}}, year = {2010}, url = {https://doi.org/10.1145/1864431.1864460}, doi = {10.1145/1864431.1864460}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/huc/FrankMP10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdcs/DanakM10, author = {Amir Danak and Shie Mannor}, title = {Resource Allocation with Supply Adjustment in Distributed Computing Systems}, booktitle = {2010 International Conference on Distributed Computing Systems, {ICDCS} 2010, Genova, Italy, June 21-25, 2010}, pages = {498--506}, publisher = {{IEEE} Computer Society}, year = {2010}, url = {https://doi.org/10.1109/ICDCS.2010.60}, doi = {10.1109/ICDCS.2010.60}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdcs/DanakM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/DyagilevMY10, author = {Kirill Dyagilev and Shie Mannor and Elad Yom{-}Tov}, editor = {Prem Melville and Jure Leskovec and Foster J. Provost}, title = {Generative models for rapid information propagation}, booktitle = {Proceedings of the First Workshop on Social Media Analytics, SOMA@KDD 2010, Washington, DC, USA, July 25, 2010}, pages = {35--43}, publisher = {{ACM}}, year = {2010}, url = {https://doi.org/10.1145/1964858.1964864}, doi = {10.1145/1964858.1964864}, timestamp = {Thu, 22 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/DyagilevMY10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BernsteinMS10, author = {Andrey Bernstein and Shie Mannor and Nahum Shimkin}, editor = {John D. Lafferty and Christopher K. I. Williams and John Shawe{-}Taylor and Richard S. Zemel and Aron Culotta}, title = {Online Classification with Specificity Constraints}, booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, Vancouver, British Columbia, Canada}, pages = {190--198}, publisher = {Curran Associates, Inc.}, year = {2010}, url = {https://proceedings.neurips.cc/paper/2010/hash/9cfdf10e8fc047a44b08ed031e1f0ed1-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BernsteinMS10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/XuM10, author = {Huan Xu and Shie Mannor}, editor = {John D. Lafferty and Christopher K. I. Williams and John Shawe{-}Taylor and Richard S. Zemel and Aron Culotta}, title = {Distributionally Robust Markov Decision Processes}, booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, Vancouver, British Columbia, Canada}, pages = {2505--2513}, publisher = {Curran Associates, Inc.}, year = {2010}, url = {https://proceedings.neurips.cc/paper/2010/hash/19f3cd308f1455b3fa09a282e0d496f4-Abstract.html}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/XuM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/CastroM10, author = {Dotan Di Castro and Shie Mannor}, editor = {Jos{\'{e}} L. Balc{\'{a}}zar and Francesco Bonchi and Aristides Gionis and Mich{\`{e}}le Sebag}, title = {Adaptive Bases for Reinforcement Learning}, booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference, {ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {6321}, pages = {312--327}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15880-3\_26}, doi = {10.1007/978-3-642-15880-3\_26}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/CastroM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/ml/Mannor10, author = {Shie Mannor}, editor = {Claude Sammut and Geoffrey I. Webb}, title = {\emph{k}-Armed Bandit}, booktitle = {Encyclopedia of Machine Learning}, pages = {561--563}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-0-387-30164-8\_424}, doi = {10.1007/978-0-387-30164-8\_424}, timestamp = {Wed, 14 Nov 2018 10:51:34 +0100}, biburl = {https://dblp.org/rec/reference/ml/Mannor10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/XuCM10, author = {Huan Xu and Constantine Caramanis and Shie Mannor}, title = {Principal Component Analysis with Contaminated Data: The High Dimensional Case}, journal = {CoRR}, volume = {abs/1002.4658}, year = {2010}, url = {http://arxiv.org/abs/1002.4658}, eprinttype = {arXiv}, eprint = {1002.4658}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/XuCM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1005-0027, author = {Maayan Gal{-}on and Shie Mannor}, title = {Learning from Multiple Outlooks}, journal = {CoRR}, volume = {abs/1005.0027}, year = {2010}, url = {http://arxiv.org/abs/1005.0027}, eprinttype = {arXiv}, eprint = {1005.0027}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1005-0027.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1005-0125, author = {Dotan Di Castro and Shie Mannor}, title = {Adaptive Bases for Reinforcement Learning}, journal = {CoRR}, volume = {abs/1005.0125}, year = {2010}, url = {http://arxiv.org/abs/1005.0125}, eprinttype = {arXiv}, eprint = {1005.0125}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1005-0125.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1005-2243, author = {Huan Xu and Shie Mannor}, title = {Robustness and Generalization}, journal = {CoRR}, volume = {abs/1005.2243}, year = {2010}, url = {http://arxiv.org/abs/1005.2243}, eprinttype = {arXiv}, eprint = {1005.2243}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1005-2243.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1011-5395, author = {Daniel Vainsencher and Shie Mannor and Alfred M. Bruckstein}, title = {The Sample Complexity of Dictionary Learning}, journal = {CoRR}, volume = {abs/1011.5395}, year = {2010}, url = {http://arxiv.org/abs/1011.5395}, eprinttype = {arXiv}, eprint = {1011.5395}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1011-5395.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/geb/MannorT09, author = {Shie Mannor and John N. Tsitsiklis}, title = {Approachability in repeated games: Computational aspects and a Stackelberg variant}, journal = {Games Econ. Behav.}, volume = {66}, number = {1}, pages = {315--325}, year = {2009}, url = {https://doi.org/10.1016/j.geb.2008.03.008}, doi = {10.1016/J.GEB.2008.03.008}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/geb/MannorT09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/MannorTY09, author = {Shie Mannor and John N. Tsitsiklis and Jia Yuan Yu}, title = {Online Learning with Sample Path Constraints}, journal = {J. Mach. Learn. Res.}, volume = {10}, pages = {569--590}, year = {2009}, url = {https://dl.acm.org/doi/10.5555/1577069.1577089}, doi = {10.5555/1577069.1577089}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/MannorTY09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/XuCM09, author = {Huan Xu and Constantine Caramanis and Shie Mannor}, title = {Robustness and Regularization of Support Vector Machines}, journal = {J. Mach. Learn. Res.}, volume = {10}, pages = {1485--1510}, year = {2009}, url = {https://dl.acm.org/doi/10.5555/1577069.1755834}, doi = {10.5555/1577069.1755834}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jmlr/XuCM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mor/YuMS09, author = {Jia Yuan Yu and Shie Mannor and Nahum Shimkin}, title = {Markov Decision Processes with Arbitrary Reward Processes}, journal = {Math. Oper. Res.}, volume = {34}, number = {3}, pages = {737--757}, year = {2009}, url = {https://doi.org/10.1287/moor.1090.0397}, doi = {10.1287/MOOR.1090.0397}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mor/YuMS09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tac/XuM09, author = {Huan Xu and Shie Mannor}, title = {A Kalman Filter Design Based on the Performance/Robustness Tradeoff}, journal = {{IEEE} Trans. Autom. Control.}, volume = {54}, number = {5}, pages = {1171--1175}, year = {2009}, url = {https://doi.org/10.1109/TAC.2009.2017816}, doi = {10.1109/TAC.2009.2017816}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tac/XuM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tac/ArcauteJM09, author = {Esteban Arcaute and Ramesh Johari and Shie Mannor}, title = {Network Formation: Bilateral Contracting and Myopic Dynamics}, journal = {{IEEE} Trans. Autom. Control.}, volume = {54}, number = {8}, pages = {1765--1778}, year = {2009}, url = {https://doi.org/10.1109/TAC.2009.2024564}, doi = {10.1109/TAC.2009.2024564}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tac/ArcauteJM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amcc/FarahmandGSM09, author = {Amir Massoud Farahmand and Mohammad Ghavamzadeh and Csaba Szepesv{\'{a}}ri and Shie Mannor}, title = {Regularized Fitted Q-Iteration for planning in continuous-space Markovian decision problems}, booktitle = {American Control Conference, {ACC} 2009. St. Louis, Missouri, USA, June 10-12, 2009}, pages = {725--730}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/ACC.2009.5160611}, doi = {10.1109/ACC.2009.5160611}, timestamp = {Fri, 03 Dec 2021 13:02:58 +0100}, biburl = {https://dblp.org/rec/conf/amcc/FarahmandGSM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdc/YuM09, author = {Jia Yuan Yu and Shie Mannor}, title = {Arbitrarily modulated Markov decision processes}, booktitle = {Proceedings of the 48th {IEEE} Conference on Decision and Control, {CDC} 2009, combined withe the 28th Chinese Control Conference, December 16-18, 2009, Shanghai, China}, pages = {2946--2953}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/CDC.2009.5400662}, doi = {10.1109/CDC.2009.5400662}, timestamp = {Fri, 04 Mar 2022 13:27:41 +0100}, biburl = {https://dblp.org/rec/conf/cdc/YuM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdc/XuM09, author = {Huan Xu and Shie Mannor}, title = {Parametric regret in uncertain Markov decision processes}, booktitle = {Proceedings of the 48th {IEEE} Conference on Decision and Control, {CDC} 2009, combined withe the 28th Chinese Control Conference, December 16-18, 2009, Shanghai, China}, pages = {3606--3613}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/CDC.2009.5400796}, doi = {10.1109/CDC.2009.5400796}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cdc/XuM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdc/XuCMY09, author = {Huan Xu and Constantine Caramanis and Shie Mannor and Sungho Yun}, title = {Risk sensitive robust support vector machines}, booktitle = {Proceedings of the 48th {IEEE} Conference on Decision and Control, {CDC} 2009, combined withe the 28th Chinese Control Conference, December 16-18, 2009, Shanghai, China}, pages = {4655--4661}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/CDC.2009.5400598}, doi = {10.1109/CDC.2009.5400598}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cdc/XuCMY09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/Even-DarKMM09, author = {Eyal Even{-}Dar and Robert Kleinberg and Shie Mannor and Yishay Mansour}, title = {Online Learning for Global Cost Functions}, booktitle = {{COLT} 2009 - The 22nd Conference on Learning Theory, Montreal, Quebec, Canada, June 18-21, 2009}, year = {2009}, url = {http://www.cs.mcgill.ca/\%7Ecolt2009/papers/005.pdf\#page=1}, timestamp = {Thu, 04 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/colt/Even-DarKMM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gamenets/DanakM09, author = {Amir Danak and Shie Mannor}, editor = {Tamer Basar and Hitay {\"{O}}zbay}, title = {Bidding efficiently in repeated auctions with entry and observation costs}, booktitle = {1st International Conference on Game Theory for Networks, {GAMENETS} 2009, Istanbul, Turkey, May 13-15, 2009}, pages = {299--307}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/GAMENETS.2009.5137414}, doi = {10.1109/GAMENETS.2009.5137414}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/gamenets/DanakM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gamenets/YuM09, author = {Jia Yuan Yu and Shie Mannor}, editor = {Tamer Basar and Hitay {\"{O}}zbay}, title = {Online learning in Markov decision processes with arbitrarily changing rewards and transitions}, booktitle = {1st International Conference on Game Theory for Networks, {GAMENETS} 2009, Istanbul, Turkey, May 13-15, 2009}, pages = {314--322}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/GAMENETS.2009.5137416}, doi = {10.1109/GAMENETS.2009.5137416}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/gamenets/YuM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/globecom/Leduc-PrimeauHGM09, author = {Fran{\c{c}}ois Leduc{-}Primeau and Saied Hemati and Warren J. Gross and Shie Mannor}, title = {A Relaxed Half-Stochastic Iterative Decoder for {LDPC} Codes}, booktitle = {Proceedings of the Global Communications Conference, 2009. {GLOBECOM} 2009, Honolulu, Hawaii, USA, 30 November - 4 December 2009}, pages = {1--6}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/GLOCOM.2009.5425510}, doi = {10.1109/GLOCOM.2009.5425510}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/globecom/Leduc-PrimeauHGM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/TehraniNKMG09, author = {Saeed Sharifi Tehrani and Ali Naderi and Guy{-}Armand Kamendje and Shie Mannor and Warren J. Gross}, title = {Tracking Forecast Memories in stochastic decoders}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan}, pages = {561--564}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/ICASSP.2009.4959645}, doi = {10.1109/ICASSP.2009.4959645}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icassp/TehraniNKMG09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icc/SarkisMG09, author = {Gabi Sarkis and Shie Mannor and Warren J. Gross}, title = {Stochastic Decoding of {LDPC} Codes over GF(q)}, booktitle = {Proceedings of {IEEE} International Conference on Communications, {ICC} 2009, Dresden, Germany, 14-18 June 2009}, pages = {1--5}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/ICC.2009.5199493}, doi = {10.1109/ICC.2009.5199493}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icc/SarkisMG09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/YuM09, author = {Jia Yuan Yu and Shie Mannor}, editor = {Andrea Pohoreckyj Danyluk and L{\'{e}}on Bottou and Michael L. Littman}, title = {Piecewise-stationary bandit problems with side observations}, booktitle = {Proceedings of the 26th Annual International Conference on Machine Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009}, series = {{ACM} International Conference Proceeding Series}, volume = {382}, pages = {1177--1184}, publisher = {{ACM}}, year = {2009}, url = {https://doi.org/10.1145/1553374.1553524}, doi = {10.1145/1553374.1553524}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/YuM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itw/XuCM09, author = {Huan Xu and Constantine Caramanis and Shie Mannor}, editor = {Bruce E. Hajek and Leandros Tassiulas and Venkat Anantharam and Ioannis Kontoyiannis}, title = {High dimensional Principal Component Analysis with contaminated data}, booktitle = {2009 {IEEE} Information Theory Workshop, {ITW} 2009, Volos, Greece, June 10-12, 2009}, pages = {246--250}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/ITWNIT.2009.5158580}, doi = {10.1109/ITWNIT.2009.5158580}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/itw/XuCM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sips/CushonGM09, author = {Kevin Cushon and Warren J. Gross and Shie Mannor}, title = {Bidirectional interleavers for {LDPC} decoders using transmission gates}, booktitle = {Proceedings of the {IEEE} Workshop on Signal Processing Systems, SiPS 2009, October 7-9, 2009, Tampere, Finland}, pages = {232--237}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/SIPS.2009.5336257}, doi = {10.1109/SIPS.2009.5336257}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sips/CushonGM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/geb/MannorS08, author = {Shie Mannor and Nahum Shimkin}, title = {Regret minimization in repeated matrix games with variable stage duration}, journal = {Games Econ. Behav.}, volume = {63}, number = {1}, pages = {227--258}, year = {2008}, url = {https://doi.org/10.1016/j.geb.2007.07.006}, doi = {10.1016/J.GEB.2007.07.006}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/geb/MannorS08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mor/LugosiMS08, author = {G{\'{a}}bor Lugosi and Shie Mannor and Gilles Stoltz}, title = {Strategies for Prediction Under Imperfect Monitoring}, journal = {Math. Oper. Res.}, volume = {33}, number = {3}, pages = {513--528}, year = {2008}, url = {https://doi.org/10.1287/moor.1080.0312}, doi = {10.1287/MOOR.1080.0312}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mor/LugosiMS08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/TehraniMG08, author = {Saeed Sharifi Tehrani and Shie Mannor and Warren J. Gross}, title = {Fully Parallel Stochastic {LDPC} Decoders}, journal = {{IEEE} Trans. Signal Process.}, volume = {56}, number = {11}, pages = {5692--5703}, year = {2008}, url = {https://doi.org/10.1109/TSP.2008.929671}, doi = {10.1109/TSP.2008.929671}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsp/TehraniMG08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/KvetonYTM08, author = {Branislav Kveton and Jia Yuan Yu and Georgios Theocharous and Shie Mannor}, editor = {Dieter Fox and Carla P. Gomes}, title = {Online Learning with Expert Advice and Finite-Horizon Constraints}, booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008}, pages = {331--336}, publisher = {{AAAI} Press}, year = {2008}, url = {http://www.aaai.org/Library/AAAI/2008/aaai08-052.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/KvetonYTM08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/allerton/ArcauteJM08, author = {Esteban Arcaute and Ramesh Johari and Shie Mannor}, title = {Local dynamics for network formation games}, booktitle = {46th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2008, Monticello, IL, USA, September 24-26, 2008}, pages = {937--938}, publisher = {{IEEE}}, year = {2008}, url = {https://doi.org/10.1109/ALLERTON.2008.4797658}, doi = {10.1109/ALLERTON.2008.4797658}, timestamp = {Sun, 17 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/allerton/ArcauteJM08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/allerton/XuCM08, author = {Huan Xu and Constantine Caramanis and Shie Mannor}, title = {Robust dimensionality reduction for high-dimension data}, booktitle = {46th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2008, Monticello, IL, USA, September 24-26, 2008}, pages = {1291--1298}, publisher = {{IEEE}}, year = {2008}, url = {https://doi.org/10.1109/ALLERTON.2008.4797709}, doi = {10.1109/ALLERTON.2008.4797709}, timestamp = {Sun, 17 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/allerton/XuCM08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/allerton/XuMC08, author = {Huan Xu and Shie Mannor and Constantine Caramanis}, title = {Sparse algorithms are not stable: {A} no-free-lunch theorem}, booktitle = {46th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2008, Monticello, IL, USA, September 24-26, 2008}, pages = {1299--1303}, publisher = {{IEEE}}, year = {2008}, url = {https://doi.org/10.1109/ALLERTON.2008.4797710}, doi = {10.1109/ALLERTON.2008.4797710}, timestamp = {Sun, 17 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/allerton/XuMC08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/CaramanisM08, author = {Constantine Caramanis and Shie Mannor}, editor = {Rocco A. Servedio and Tong Zhang}, title = {Learning in the Limit with Adversarial Disturbances}, booktitle = {21st Annual Conference on Learning Theory - {COLT} 2008, Helsinki, Finland, July 9-12, 2008}, pages = {467--478}, publisher = {Omnipress}, year = {2008}, url = {http://colt2008.cs.helsinki.fi/papers/106-Caramanis.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/colt/CaramanisM08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ewrl/DyagilevMS08, author = {Kirill Dyagilev and Shie Mannor and Nahum Shimkin}, editor = {Sertan Girgin and Manuel Loth and R{\'{e}}mi Munos and Philippe Preux and Daniil Ryabko}, title = {Efficient Reinforcement Learning in Parameterized Models: Discrete Parameter Case}, booktitle = {Recent Advances in Reinforcement Learning, 8th European Workshop, {EWRL} 2008, Villeneuve d'Ascq, France, June 30 - July 3, 2008, Revised and Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {5323}, pages = {41--54}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-89722-4\_4}, doi = {10.1007/978-3-540-89722-4\_4}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ewrl/DyagilevMS08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ewrl/FarahmandGSM08, author = {Amir Massoud Farahmand and Mohammad Ghavamzadeh and Csaba Szepesv{\'{a}}ri and Shie Mannor}, editor = {Sertan Girgin and Manuel Loth and R{\'{e}}mi Munos and Philippe Preux and Daniil Ryabko}, title = {Regularized Fitted Q-Iteration: Application to Planning}, booktitle = {Recent Advances in Reinforcement Learning, 8th European Workshop, {EWRL} 2008, Villeneuve d'Ascq, France, June 30 - July 3, 2008, Revised and Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {5323}, pages = {55--68}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-89722-4\_5}, doi = {10.1007/978-3-540-89722-4\_5}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ewrl/FarahmandGSM08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ewrl/YuMS08, author = {Jia Yuan Yu and Shie Mannor and Nahum Shimkin}, editor = {Sertan Girgin and Manuel Loth and R{\'{e}}mi Munos and Philippe Preux and Daniil Ryabko}, title = {Markov Decision Processes with Arbitrary Reward Processes}, booktitle = {Recent Advances in Reinforcement Learning, 8th European Workshop, {EWRL} 2008, Villeneuve d'Ascq, France, June 30 - July 3, 2008, Revised and Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {5323}, pages = {268--281}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-89722-4\_21}, doi = {10.1007/978-3-540-89722-4\_21}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ewrl/YuMS08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/FrankMP08, author = {Jordan Frank and Shie Mannor and Doina Precup}, editor = {William W. Cohen and Andrew McCallum and Sam T. Roweis}, title = {Reinforcement learning in the presence of rare events}, booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference {(ICML} 2008), Helsinki, Finland, June 5-9, 2008}, series = {{ACM} International Conference Proceeding Series}, volume = {307}, pages = {336--343}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1390156.1390199}, doi = {10.1145/1390156.1390199}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/FrankMP08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isaim/KvetonYTM08, author = {Branislav Kveton and Jia Yuan Yu and Georgios Theocharous and Shie Mannor}, title = {A Lazy Approach to Online Learning with Constraints}, booktitle = {International Symposium on Artificial Intelligence and Mathematics, {ISAIM} 2008, Fort Lauderdale, Florida, USA, January 2-4, 2008}, year = {2008}, url = {http://isaim2008.unl.edu/PAPERS/TechnicalProgram/ISAIM2008\_0045\_f49e5d88c012a5932626e604063cbe90.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/isaim/KvetonYTM08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/FarahmandGSM08, author = {Amir Massoud Farahmand and Mohammad Ghavamzadeh and Csaba Szepesv{\'{a}}ri and Shie Mannor}, editor = {Daphne Koller and Dale Schuurmans and Yoshua Bengio and L{\'{e}}on Bottou}, title = {Regularized Policy Iteration}, booktitle = {Advances in Neural Information Processing Systems 21, Proceedings of the Twenty-Second Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 8-11, 2008}, pages = {441--448}, publisher = {Curran Associates, Inc.}, year = {2008}, url = {https://proceedings.neurips.cc/paper/2008/hash/aeb3135b436aa55373822c010763dd54-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/FarahmandGSM08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/XuCM08, author = {Huan Xu and Constantine Caramanis and Shie Mannor}, editor = {Daphne Koller and Dale Schuurmans and Yoshua Bengio and L{\'{e}}on Bottou}, title = {Robust Regression and Lasso}, booktitle = {Advances in Neural Information Processing Systems 21, Proceedings of the Twenty-Second Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 8-11, 2008}, pages = {1801--1808}, publisher = {Curran Associates, Inc.}, year = {2008}, url = {https://proceedings.neurips.cc/paper/2008/hash/24681928425f5a9133504de568f5f6df-Abstract.html}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/XuCM08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/valuetools/DyagilevMS08, author = {Kirill Dyagilev and Shie Mannor and Nahum Shimkin}, editor = {John S. Baras and Costas Courcoubetis}, title = {Efficient reinforcement learning in parameterized models: discrete parameters}, booktitle = {3rd International {ICST} Conference on Performance Evaluation Methodologies and Tools, {VALUETOOLS} 2008, Athens, Greece, October 20-24, 2008}, pages = {64}, publisher = {{ICST/ACM}}, year = {2008}, url = {http://dl.acm.org/citation.cfm?id=1537038}, timestamp = {Tue, 24 Mar 2015 18:15:26 +0100}, biburl = {https://dblp.org/rec/conf/valuetools/DyagilevMS08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wine/ArcauteJM08, author = {Esteban Arcaute and Ramesh Johari and Shie Mannor}, editor = {Christos H. Papadimitriou and Shuzhong Zhang}, title = {Local Two-Stage Myopic Dynamics for Network Formation Games}, booktitle = {Internet and Network Economics, 4th International Workshop, {WINE} 2008, Shanghai, China, December 17-20, 2008. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5385}, pages = {263--277}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-92185-1\_33}, doi = {10.1007/978-3-540-92185-1\_33}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wine/ArcauteJM08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-0803-3490, author = {Huan Xu and Shie Mannor and Constantine Caramanis}, title = {Robustness, Risk, and Regularization in Support Vector Machines}, journal = {CoRR}, volume = {abs/0803.3490}, year = {2008}, url = {http://arxiv.org/abs/0803.3490}, eprinttype = {arXiv}, eprint = {0803.3490}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-0803-3490.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-0811-1790, author = {Huan Xu and Constantine Caramanis and Shie Mannor}, title = {Robust Regression and Lasso}, journal = {CoRR}, volume = {abs/0811.1790}, year = {2008}, url = {http://arxiv.org/abs/0811.1790}, eprinttype = {arXiv}, eprint = {0811.1790}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-0811-1790.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/MannorS07, author = {Shie Mannor and Jeff S. Shamma}, title = {Multi-agent learning for engineers}, journal = {Artif. Intell.}, volume = {171}, number = {7}, pages = {417--422}, year = {2007}, url = {https://doi.org/10.1016/j.artint.2007.01.003}, doi = {10.1016/J.ARTINT.2007.01.003}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/MannorS07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jsac/YuM07, author = {Jia Yuan Yu and Shie Mannor}, title = {Efficiency of Market-Based Resource Allocation among Many Participants}, journal = {{IEEE} J. Sel. Areas Commun.}, volume = {25}, number = {6}, pages = {1244--1259}, year = {2007}, url = {https://doi.org/10.1109/JSAC.2007.070818}, doi = {10.1109/JSAC.2007.070818}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jsac/YuM07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mansci/MannorSST07, author = {Shie Mannor and Duncan Simester and Peng Sun and John N. Tsitsiklis}, title = {Bias and Variance Approximation in Value Function Estimates}, journal = {Manag. Sci.}, volume = {53}, number = {2}, pages = {308--322}, year = {2007}, url = {https://doi.org/10.1287/mnsc.1060.0614}, doi = {10.1287/MNSC.1060.0614}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mansci/MannorSST07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MannorSA07, author = {Shie Mannor and Jeff S. Shamma and G{\"{u}}rdal Arslan}, title = {Online calibrated forecasts: Memory efficiency versus universality for learning in games}, journal = {Mach. Learn.}, volume = {67}, number = {1-2}, pages = {77--115}, year = {2007}, url = {https://doi.org/10.1007/s10994-006-0219-y}, doi = {10.1007/S10994-006-0219-Y}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MannorSA07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/CaramanisM07, author = {Constantine Caramanis and Shie Mannor}, title = {An Inequality for Nearly Log-Concave Distributions With Applications to Learning}, journal = {{IEEE} Trans. Inf. Theory}, volume = {53}, number = {3}, pages = {1043--1057}, year = {2007}, url = {https://doi.org/10.1109/TIT.2006.890699}, doi = {10.1109/TIT.2006.890699}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tit/CaramanisM07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/KvetonGTMRS07, author = {Branislav Kveton and Prashant Gandhi and Georgios Theocharous and Shie Mannor and Barbara Rosario and Nilesh Shah}, title = {Adaptive Timeout Policies for Fast Fine-Grained Power Management}, booktitle = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence, July 22-26, 2007, Vancouver, British Columbia, Canada}, pages = {1795--1800}, publisher = {{AAAI} Press}, year = {2007}, url = {http://www.aaai.org/Library/AAAI/2007/aaai07-288.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/KvetonGTMRS07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/YuMTP07, author = {Chih{-}Han Yu and Shie Mannor and Georgios Theocharous and Avi Pfeffer}, title = {User Model and Utility Based Power Management}, booktitle = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence, July 22-26, 2007, Vancouver, British Columbia, Canada}, pages = {1918--1919}, publisher = {{AAAI} Press}, year = {2007}, url = {http://www.aaai.org/Library/AAAI/2007/aaai07-334.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/YuMTP07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdc/ArcauteDJM07, author = {Esteban Arcaute and Eric Dallal and Ramesh Johari and Shie Mannor}, title = {Dynamics and stability in network formation games with bilateral contracts}, booktitle = {46th {IEEE} Conference on Decision and Control, {CDC} 2007, New Orleans, LA, USA, December 12-14, 2007}, pages = {3435--3442}, publisher = {{IEEE}}, year = {2007}, url = {https://doi.org/10.1109/CDC.2007.4434965}, doi = {10.1109/CDC.2007.4434965}, timestamp = {Fri, 04 Mar 2022 13:27:03 +0100}, biburl = {https://dblp.org/rec/conf/cdc/ArcauteDJM07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/LugosiMS07, author = {G{\'{a}}bor Lugosi and Shie Mannor and Gilles Stoltz}, editor = {Nader H. Bshouty and Claudio Gentile}, title = {Strategies for Prediction Under Imperfect Monitoring}, booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT} 2007, San Diego, CA, USA, June 13-15, 2007, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4539}, pages = {248--262}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-72927-3\_19}, doi = {10.1007/978-3-540-72927-3\_19}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/colt/LugosiMS07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/globecom/ChatelainMGP07, author = {Beno{\^{\i}}t Ch{\^{a}}telain and Shie Mannor and Fran{\c{c}}ois Gagnon and David V. Plant}, title = {Non-Cooperative Design of Translucent Networks}, booktitle = {Proceedings of the Global Communications Conference, 2007. {GLOBECOM} '07, Washington, DC, USA, 26-30 November 2007}, pages = {2348--2352}, publisher = {{IEEE}}, year = {2007}, url = {https://doi.org/10.1109/GLOCOM.2007.447}, doi = {10.1109/GLOCOM.2007.447}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/globecom/ChatelainMGP07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/DelageM07, author = {Erick Delage and Shie Mannor}, editor = {Zoubin Ghahramani}, title = {Percentile optimization in uncertain Markov decision processes with application to efficient exploration}, booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference {(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007}, series = {{ACM} International Conference Proceeding Series}, volume = {227}, pages = {225--232}, publisher = {{ACM}}, year = {2007}, url = {https://doi.org/10.1145/1273496.1273525}, doi = {10.1145/1273496.1273525}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/DelageM07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ismvl/TehraniMG07, author = {Saeed Sharifi Tehrani and Shie Mannor and Warren J. Gross}, title = {Survey of Stochastic Computation on Factor Graphs}, booktitle = {37th International Symposium on Multiple-Valued Logic, {ISMVL} 2007, 13-16 May 2007, Oslo, Norway}, pages = {54}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/ISMVL.2007.53}, doi = {10.1109/ISMVL.2007.53}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ismvl/TehraniMG07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/networking/HeidariMM07, author = {Fariba Heidari and Shie Mannor and Lorne Mason}, editor = {Ian F. Akyildiz and Raghupathy Sivakumar and Eylem Ekici and Jaudelice Cavalcante de Oliveira and Janise McNair}, title = {Reinforcement Learning-Based Load Shared Sequential Routing}, booktitle = {{NETWORKING} 2007. Ad Hoc and Sensor Networks, Wireless Networks, Next Generation Internet, 6th International {IFIP-TC6} Networking Conference, Atlanta, GA, USA, May 14-18, 2007, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4479}, pages = {832--843}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-72606-7\_71}, doi = {10.1007/978-3-540-72606-7\_71}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/networking/HeidariMM07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sips/TehraniMG07, author = {Saeed Sharifi Tehrani and Shie Mannor and Warren J. Gross}, title = {An Area-Efficient FPGA-Based Architecture for Fully-Parallel Stochastic {LDPC} Decoding}, booktitle = {Proceedings of the {IEEE} Workshop on Signal Processing Systems, SiPS 2007, Proceedings, October 17-19, 2007, Eton Hotel, Shanghai, China}, pages = {255--260}, publisher = {{IEEE}}, year = {2007}, url = {https://doi.org/10.1109/SIPS.2007.4387554}, doi = {10.1109/SIPS.2007.4387554}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sips/TehraniMG07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wine/ArcauteJM07, author = {Esteban Arcaute and Ramesh Johari and Shie Mannor}, editor = {Xiaotie Deng and Fan Chung Graham}, title = {Network Formation: Bilateral Contracting and Myopic Dynamics}, booktitle = {Internet and Network Economics, Third International Workshop, {WINE} 2007, San Diego, CA, USA, December 12-14, 2007, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4858}, pages = {191--207}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-77105-0\_20}, doi = {10.1007/978-3-540-77105-0\_20}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wine/ArcauteJM07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-math-0701419, author = {G{\'{a}}bor Lugosi and Shie Mannor and Gilles Stoltz}, title = {Strategies for prediction under imperfect monitoring}, journal = {CoRR}, volume = {abs/math/0701419}, year = {2007}, url = {http://arxiv.org/abs/math/0701419}, eprinttype = {arXiv}, eprint = {math/0701419}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-math-0701419.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/geb/JohariMT06, author = {Ramesh Johari and Shie Mannor and John N. Tsitsiklis}, title = {A contract-based model for directed network formation}, journal = {Games Econ. Behav.}, volume = {56}, number = {2}, pages = {201--224}, year = {2006}, url = {https://doi.org/10.1016/j.geb.2005.08.010}, doi = {10.1016/J.GEB.2005.08.010}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/geb/JohariMT06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/icl/TehraniGM06, author = {Saeed Sharifi Tehrani and Warren J. Gross and Shie Mannor}, title = {Stochastic decoding of {LDPC} codes}, journal = {{IEEE} Commun. Lett.}, volume = {10}, number = {10}, pages = {716--718}, year = {2006}, url = {https://doi.org/10.1109/LCOMM.2006.060570}, doi = {10.1109/LCOMM.2006.060570}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/icl/TehraniGM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/Even-DarMM06, author = {Eyal Even{-}Dar and Shie Mannor and Yishay Mansour}, title = {Action Elimination and Stopping Conditions for the Multi-Armed Bandit and Reinforcement Learning Problems}, journal = {J. Mach. Learn. Res.}, volume = {7}, pages = {1079--1105}, year = {2006}, url = {https://jmlr.org/papers/v7/evendar06a.html}, timestamp = {Wed, 11 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/Even-DarMM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tac/CadotteMMB06, author = {Patrick Cadotte and Shie Mannor and Hannah Michalska and Benoit Boulet}, title = {Design of {\(\mathscr{l}\)}\({}_{\mbox{1}}\)-optimal controllers with flexible disturbance rejection level}, journal = {{IEEE} Trans. Autom. Control.}, volume = {51}, number = {5}, pages = {868--873}, year = {2006}, url = {https://doi.org/10.1109/TAC.2006.875000}, doi = {10.1109/TAC.2006.875000}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tac/CadotteMMB06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amcc/CadotteMMB06, author = {Patrick Cadotte and Shie Mannor and Hannah Michalska and Benoit Boulet}, title = {Design of l1-Optimal Controllers with Flexible Disturbance Rejection Level}, booktitle = {American Control Conference, {ACC} 2006, Minneapolis, MN, USA, 14-16 June, 2006}, pages = {1700--1705}, publisher = {{IEEE}}, year = {2006}, url = {https://doi.org/10.1109/ACC.2006.1656464}, doi = {10.1109/ACC.2006.1656464}, timestamp = {Tue, 27 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/amcc/CadotteMMB06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/MannorS06, author = {Shie Mannor and Nahum Shimkin}, editor = {G{\'{a}}bor Lugosi and Hans Ulrich Simon}, title = {Online Learning with Variable Stage Duration}, booktitle = {Learning Theory, 19th Annual Conference on Learning Theory, {COLT} 2006, Pittsburgh, PA, USA, June 22-25, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4005}, pages = {408--422}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11776420\_31}, doi = {10.1007/11776420\_31}, timestamp = {Fri, 08 Sep 2023 21:18:17 +0200}, biburl = {https://dblp.org/rec/conf/colt/MannorS06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/MannorT06, author = {Shie Mannor and John N. Tsitsiklis}, editor = {G{\'{a}}bor Lugosi and Hans Ulrich Simon}, title = {Online Learning with Constraints}, booktitle = {Learning Theory, 19th Annual Conference on Learning Theory, {COLT} 2006, Pittsburgh, PA, USA, June 22-25, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4005}, pages = {529--543}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11776420\_39}, doi = {10.1007/11776420\_39}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/colt/MannorT06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/KellerMP06, author = {Philipp W. Keller and Shie Mannor and Doina Precup}, editor = {William W. Cohen and Andrew W. Moore}, title = {Automatic basis function construction for approximate dynamic programming and reinforcement learning}, booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference {(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006}, series = {{ACM} International Conference Proceeding Series}, volume = {148}, pages = {449--456}, publisher = {{ACM}}, year = {2006}, url = {https://doi.org/10.1145/1143844.1143901}, doi = {10.1145/1143844.1143901}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/KellerMP06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/infocom/YuM06, author = {Jia Yuan Yu and Shie Mannor}, title = {Asymptotics of Efficiency Loss in Competitive Market Mechanisms}, booktitle = {{INFOCOM} 2006. 25th {IEEE} International Conference on Computer Communications, Joint Conference of the {IEEE} Computer and Communications Societies, 23-29 April 2006, Barcelona, Catalunya, Spain}, publisher = {{IEEE}}, year = {2006}, url = {https://doi.org/10.1109/INFOCOM.2006.255}, doi = {10.1109/INFOCOM.2006.255}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/infocom/YuM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/XuM06, author = {Huan Xu and Shie Mannor}, editor = {Bernhard Sch{\"{o}}lkopf and John C. Platt and Thomas Hofmann}, title = {The Robustness-Performance Tradeoff in Markov Decision Processes}, booktitle = {Advances in Neural Information Processing Systems 19, Proceedings of the Twentieth Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 4-7, 2006}, pages = {1537--1544}, publisher = {{MIT} Press}, year = {2006}, url = {https://proceedings.neurips.cc/paper/2006/hash/177540c7bcb8db31697b601642eac8d4-Abstract.html}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/XuM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aim/MusleaDCJDCSFOCGBSJWSFMTPMABHGRG05, author = {Ion Muslea and Virginia Dignum and Daniel D. Corkill and Catholijn M. Jonker and Frank Dignum and Silvia Coradeschi and Alessandro Saffiotti and Dan Fu and Jeff Orkin and William Cheetham and Kai Goebel and Piero P. Bonissone and Leen{-}Kiat Soh and Randolph M. Jones and Robert E. Wray III and Matthias Scheutz and Daniela Pucci de Farias and Shie Mannor and Georgios Theocharous and Doina Precup and Bamshad Mobasher and Sarabjot S. Anand and Bettina Berendt and Andreas Hotho and Hans W. Guesgen and Michael T. Rosenstein and Mohammad Ghavamzadeh}, title = {The Workshop Program at the Nineteenth National Conference on Artificial Intelligence}, journal = {{AI} Mag.}, volume = {26}, number = {1}, pages = {103--108}, year = {2005}, url = {https://doi.org/10.1609/aimag.v26i1.1806}, doi = {10.1609/AIMAG.V26I1.1806}, timestamp = {Tue, 25 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aim/MusleaDCJDCSFOCGBSJWSFMTPMABHGRG05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/anor/BoerKMR05, author = {Pieter{-}Tjerk de Boer and Dirk P. Kroese and Shie Mannor and Reuven Y. Rubinstein}, title = {A Tutorial on the Cross-Entropy Method}, journal = {Ann. Oper. Res.}, volume = {134}, number = {1}, pages = {19--67}, year = {2005}, url = {https://doi.org/10.1007/s10479-005-5724-z}, doi = {10.1007/S10479-005-5724-Z}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/anor/BoerKMR05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/anor/MenacheMS05, author = {Ishai Menache and Shie Mannor and Nahum Shimkin}, title = {Basis Function Adaptation in Temporal Difference Reinforcement Learning}, journal = {Ann. Oper. Res.}, volume = {134}, number = {1}, pages = {215--238}, year = {2005}, url = {https://doi.org/10.1007/s10479-005-5732-z}, doi = {10.1007/S10479-005-5732-Z}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/anor/MenacheMS05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mor/MannorT05, author = {Shie Mannor and John N. Tsitsiklis}, title = {On the Empirical State-Action Frequencies in Markov Decision Processes Under General Policies}, journal = {Math. Oper. Res.}, volume = {30}, number = {3}, pages = {545--561}, year = {2005}, url = {https://doi.org/10.1287/moor.1050.0148}, doi = {10.1287/MOOR.1050.0148}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mor/MannorT05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tac/JohariMT05, author = {Ramesh Johari and Shie Mannor and John N. Tsitsiklis}, title = {Efficiency loss in a network resource allocation game: the case of elastic supply}, journal = {{IEEE} Trans. Autom. Control.}, volume = {50}, number = {11}, pages = {1712--1724}, year = {2005}, url = {https://doi.org/10.1109/TAC.2005.858687}, doi = {10.1109/TAC.2005.858687}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tac/JohariMT05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/EngelMM05, author = {Yaakov Engel and Shie Mannor and Ron Meir}, editor = {Luc De Raedt and Stefan Wrobel}, title = {Reinforcement learning with Gaussian processes}, booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference {(ICML} 2005), Bonn, Germany, August 7-11, 2005}, series = {{ACM} International Conference Proceeding Series}, volume = {119}, pages = {201--208}, publisher = {{ACM}}, year = {2005}, url = {https://doi.org/10.1145/1102351.1102377}, doi = {10.1145/1102351.1102377}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/EngelMM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/MannorPR05, author = {Shie Mannor and Dori Peleg and Reuven Y. Rubinstein}, editor = {Luc De Raedt and Stefan Wrobel}, title = {The cross entropy method for classification}, booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference {(ICML} 2005), Bonn, Germany, August 7-11, 2005}, series = {{ACM} International Conference Proceeding Series}, volume = {119}, pages = {561--568}, publisher = {{ACM}}, year = {2005}, url = {https://doi.org/10.1145/1102351.1102422}, doi = {10.1145/1102351.1102422}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/MannorPR05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-cs-0506054, author = {Ramesh Johari and Shie Mannor and John N. Tsitsiklis}, title = {Efficiency Loss in a Network Resource Allocation Game: The Case of Elastic Supply}, journal = {CoRR}, volume = {abs/cs/0506054}, year = {2005}, url = {http://arxiv.org/abs/cs/0506054}, eprinttype = {arXiv}, eprint = {cs/0506054}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-cs-0506054.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/MannorS04, author = {Shie Mannor and Nahum Shimkin}, title = {A Geometric Approach to Multi-Criterion Reinforcement Learning}, journal = {J. Mach. Learn. Res.}, volume = {5}, pages = {325--360}, year = {2004}, url = {https://jmlr.org/papers/volume5/mannor04a/mannor04a.pdf}, timestamp = {Wed, 11 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/MannorS04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/MannorT04, author = {Shie Mannor and John N. Tsitsiklis}, title = {The Sample Complexity of Exploration in the Multi-Armed Bandit Problem}, journal = {J. Mach. Learn. Res.}, volume = {5}, pages = {623--648}, year = {2004}, url = {https://jmlr.org/papers/volume5/mannor04b/mannor04b.pdf}, timestamp = {Wed, 11 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/MannorT04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/EngelMM04, author = {Yaakov Engel and Shie Mannor and Ron Meir}, title = {The kernel recursive least-squares algorithm}, journal = {{IEEE} Trans. Signal Process.}, volume = {52}, number = {8}, pages = {2275--2285}, year = {2004}, url = {https://doi.org/10.1109/TSP.2004.830985}, doi = {10.1109/TSP.2004.830985}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsp/EngelMM04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdc/JohariMT04, author = {Ramesh Johari and Shie Mannor and John N. Tsitsiklis}, title = {Efficiency loss in a resource allocation game: {A} single link in elastic supply}, booktitle = {43rd {IEEE} Conference on Decision and Control, {CDC} 2004, Nassau, Bahamas, December 14-17, 2004}, pages = {4679--4683}, publisher = {{IEEE}}, year = {2004}, url = {https://doi.org/10.1109/CDC.2004.1429527}, doi = {10.1109/CDC.2004.1429527}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cdc/JohariMT04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/Mannor04, author = {Shie Mannor}, editor = {John Shawe{-}Taylor and Yoram Singer}, title = {Reinforcement Learning for Average Reward Zero-Sum Games}, booktitle = {Learning Theory, 17th Annual Conference on Learning Theory, {COLT} 2004, Banff, Canada, July 1-4, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3120}, pages = {49--63}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-27819-1\_4}, doi = {10.1007/978-3-540-27819-1\_4}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/colt/Mannor04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/CaramanisM04, author = {Constantine Caramanis and Shie Mannor}, editor = {John Shawe{-}Taylor and Yoram Singer}, title = {An Inequality for Nearly Log-Concave Distributions with Applications to Learning}, booktitle = {Learning Theory, 17th Annual Conference on Learning Theory, {COLT} 2004, Banff, Canada, July 1-4, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3120}, pages = {534--548}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-27819-1\_37}, doi = {10.1007/978-3-540-27819-1\_37}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/colt/CaramanisM04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/MannorMHK04, author = {Shie Mannor and Ishai Menache and Amit Hoze and Uri Klein}, editor = {Carla E. Brodley}, title = {Dynamic abstraction in reinforcement learning via clustering}, booktitle = {Machine Learning, Proceedings of the Twenty-first International Conference {(ICML} 2004), Banff, Alberta, Canada, July 4-8, 2004}, series = {{ACM} International Conference Proceeding Series}, volume = {69}, publisher = {{ACM}}, year = {2004}, url = {https://doi.org/10.1145/1015330.1015355}, doi = {10.1145/1015330.1015355}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/MannorMHK04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/MannorSST04, author = {Shie Mannor and Duncan Simester and Peng Sun and John N. Tsitsiklis}, editor = {Carla E. Brodley}, title = {Bias and variance in value function estimation}, booktitle = {Machine Learning, Proceedings of the Twenty-first International Conference {(ICML} 2004), Banff, Alberta, Canada, July 4-8, 2004}, series = {{ACM} International Conference Proceeding Series}, volume = {69}, publisher = {{ACM}}, year = {2004}, url = {https://doi.org/10.1145/1015330.1015402}, doi = {10.1145/1015330.1015402}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/MannorSST04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/MannorMZ03, author = {Shie Mannor and Ron Meir and Tong Zhang}, title = {Greedy Algorithms for Classification -- Consistency, Convergence Rates, and Adaptivity}, journal = {J. Mach. Learn. Res.}, volume = {4}, pages = {713--741}, year = {2003}, url = {https://jmlr.org/papers/v4/mannor03a.html}, timestamp = {Wed, 11 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/MannorMZ03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mor/MannorS03, author = {Shie Mannor and Nahum Shimkin}, title = {The Empirical Bayes Envelope and Regret Minimization in Competitive Markov Decision Processes}, journal = {Math. Oper. Res.}, volume = {28}, number = {2}, pages = {327--345}, year = {2003}, url = {https://doi.org/10.1287/moor.28.2.327.14483}, doi = {10.1287/MOOR.28.2.327.14483}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mor/MannorS03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/MannorT03, author = {Shie Mannor and John N. Tsitsiklis}, editor = {Bernhard Sch{\"{o}}lkopf and Manfred K. Warmuth}, title = {Lower Bounds on the Sample Complexity of Exploration in the Multi-armed Bandit Problem}, booktitle = {Computational Learning Theory and Kernel Machines, 16th Annual Conference on Computational Learning Theory and 7th Kernel Workshop, COLT/Kernel 2003, Washington, DC, USA, August 24-27, 2003, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2777}, pages = {418--432}, publisher = {Springer}, year = {2003}, url = {https://doi.org/10.1007/978-3-540-45167-9\_31}, doi = {10.1007/978-3-540-45167-9\_31}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/colt/MannorT03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/MannorS03, author = {Shie Mannor and Nahum Shimkin}, editor = {Bernhard Sch{\"{o}}lkopf and Manfred K. Warmuth}, title = {On-Line Learning with Imperfect Monitoring}, booktitle = {Computational Learning Theory and Kernel Machines, 16th Annual Conference on Computational Learning Theory and 7th Kernel Workshop, COLT/Kernel 2003, Washington, DC, USA, August 24-27, 2003, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2777}, pages = {552--566}, publisher = {Springer}, year = {2003}, url = {https://doi.org/10.1007/978-3-540-45167-9\_40}, doi = {10.1007/978-3-540-45167-9\_40}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/colt/MannorS03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/EngelMM03, author = {Yaakov Engel and Shie Mannor and Ron Meir}, editor = {Tom Fawcett and Nina Mishra}, title = {Bayes Meets Bellman: The Gaussian Process Approach to Temporal Difference Learning}, booktitle = {Machine Learning, Proceedings of the Twentieth International Conference {(ICML} 2003), August 21-24, 2003, Washington, DC, {USA}}, pages = {154--161}, publisher = {{AAAI} Press}, year = {2003}, url = {http://www.aaai.org/Library/ICML/2003/icml03-023.php}, timestamp = {Thu, 13 Dec 2012 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/EngelMM03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/Even-DarMM03, author = {Eyal Even{-}Dar and Shie Mannor and Yishay Mansour}, editor = {Tom Fawcett and Nina Mishra}, title = {Action Elimination and Stopping Conditions for Reinforcement Learning}, booktitle = {Machine Learning, Proceedings of the Twentieth International Conference {(ICML} 2003), August 21-24, 2003, Washington, DC, {USA}}, pages = {162--169}, publisher = {{AAAI} Press}, year = {2003}, url = {http://www.aaai.org/Library/ICML/2003/icml03-024.php}, timestamp = {Thu, 13 Dec 2012 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/Even-DarMM03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/MannorRG03, author = {Shie Mannor and Reuven Y. Rubinstein and Yohai Gat}, editor = {Tom Fawcett and Nina Mishra}, title = {The Cross Entropy Method for Fast Policy Search}, booktitle = {Machine Learning, Proceedings of the Twentieth International Conference {(ICML} 2003), August 21-24, 2003, Washington, DC, {USA}}, pages = {512--519}, publisher = {{AAAI} Press}, year = {2003}, url = {http://www.aaai.org/Library/ICML/2003/icml03-068.php}, timestamp = {Thu, 13 Dec 2012 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/MannorRG03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MannorM02, author = {Shie Mannor and Ron Meir}, title = {On the Existence of Linear Weak Learners and Applications to Boosting}, journal = {Mach. Learn.}, volume = {48}, number = {1-3}, pages = {219--251}, year = {2002}, url = {https://doi.org/10.1023/A:1013959922467}, doi = {10.1023/A:1013959922467}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MannorM02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/Even-DarMM02, author = {Eyal Even{-}Dar and Shie Mannor and Yishay Mansour}, editor = {Jyrki Kivinen and Robert H. Sloan}, title = {{PAC} Bounds for Multi-armed Bandit and Markov Decision Processes}, booktitle = {Computational Learning Theory, 15th Annual Conference on Computational Learning Theory, {COLT} 2002, Sydney, Australia, July 8-10, 2002, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2375}, pages = {255--270}, publisher = {Springer}, year = {2002}, url = {https://doi.org/10.1007/3-540-45435-7\_18}, doi = {10.1007/3-540-45435-7\_18}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/colt/Even-DarMM02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/MannorMZ02, author = {Shie Mannor and Ron Meir and Tong Zhang}, editor = {Jyrki Kivinen and Robert H. Sloan}, title = {The Consistency of Greedy Algorithms for Classification}, booktitle = {Computational Learning Theory, 15th Annual Conference on Computational Learning Theory, {COLT} 2002, Sydney, Australia, July 8-10, 2002, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2375}, pages = {319--333}, publisher = {Springer}, year = {2002}, url = {https://doi.org/10.1007/3-540-45435-7\_22}, doi = {10.1007/3-540-45435-7\_22}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/colt/MannorMZ02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecml/EngelMM02, author = {Yaakov Engel and Shie Mannor and Ron Meir}, editor = {Tapio Elomaa and Heikki Mannila and Hannu Toivonen}, title = {Sparse Online Greedy Support Vector Regression}, booktitle = {Machine Learning: {ECML} 2002, 13th European Conference on Machine Learning, Helsinki, Finland, August 19-23, 2002, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2430}, pages = {84--96}, publisher = {Springer}, year = {2002}, url = {https://doi.org/10.1007/3-540-36755-1\_8}, doi = {10.1007/3-540-36755-1\_8}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ecml/EngelMM02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecml/MenacheMS02, author = {Ishai Menache and Shie Mannor and Nahum Shimkin}, editor = {Tapio Elomaa and Heikki Mannila and Hannu Toivonen}, title = {Q-Cut - Dynamic Discovery of Sub-goals in Reinforcement Learning}, booktitle = {Machine Learning: {ECML} 2002, 13th European Conference on Machine Learning, Helsinki, Finland, August 19-23, 2002, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2430}, pages = {295--306}, publisher = {Springer}, year = {2002}, url = {https://doi.org/10.1007/3-540-36755-1\_25}, doi = {10.1007/3-540-36755-1\_25}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ecml/MenacheMS02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/MannorS01, author = {Shie Mannor and Nahum Shimkin}, editor = {David P. Helmbold and Robert C. Williamson}, title = {Adaptive Strategies and Regret Minimization in Arbitrarily Varying Markov Environments}, booktitle = {Computational Learning Theory, 14th Annual Conference on Computational Learning Theory, {COLT} 2001 and 5th European Conference on Computational Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19, 2001, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2111}, pages = {128--142}, publisher = {Springer}, year = {2001}, url = {https://doi.org/10.1007/3-540-44581-1\_9}, doi = {10.1007/3-540-44581-1\_9}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/colt/MannorS01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/MannorM01, author = {Shie Mannor and Ron Meir}, editor = {David P. Helmbold and Robert C. Williamson}, title = {Geometric Bounds for Generalization in Boosting}, booktitle = {Computational Learning Theory, 14th Annual Conference on Computational Learning Theory, {COLT} 2001 and 5th European Conference on Computational Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19, 2001, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2111}, pages = {461--472}, publisher = {Springer}, year = {2001}, url = {https://doi.org/10.1007/3-540-44581-1\_30}, doi = {10.1007/3-540-44581-1\_30}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/colt/MannorM01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/EngelM01, author = {Yaakov Engel and Shie Mannor}, editor = {Carla E. Brodley and Andrea Pohoreckyj Danyluk}, title = {Learning Embedded Maps of Markov Processes}, booktitle = {Proceedings of the Eighteenth International Conference on Machine Learning {(ICML} 2001), Williams College, Williamstown, MA, USA, June 28 - July 1, 2001}, pages = {138--145}, publisher = {Morgan Kaufmann}, year = {2001}, timestamp = {Wed, 27 Nov 2002 10:53:35 +0100}, biburl = {https://dblp.org/rec/conf/icml/EngelM01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MannorS01, author = {Shie Mannor and Nahum Shimkin}, editor = {Thomas G. Dietterich and Suzanna Becker and Zoubin Ghahramani}, title = {The Steering Approach for Multi-Criteria Reinforcement Learning}, booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8, 2001, Vancouver, British Columbia, Canada]}, pages = {1563--1570}, publisher = {{MIT} Press}, year = {2001}, url = {https://proceedings.neurips.cc/paper/2001/hash/8c249675aea6c3cbd91661bbae767ff1-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/MannorS01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MannorM00, author = {Shie Mannor and Ron Meir}, editor = {Todd K. Leen and Thomas G. Dietterich and Volker Tresp}, title = {Weak Learners and Improved Rates of Convergence in Boosting}, booktitle = {Advances in Neural Information Processing Systems 13, Papers from Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}}, pages = {280--286}, publisher = {{MIT} Press}, year = {2000}, url = {https://proceedings.neurips.cc/paper/2000/hash/dea9ddb25cbf2352cf4dec30222a02a5-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/MannorM00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.