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BibTeX records: Kevin Scaman
@article{DBLP:journals/corr/abs-2301-08117, author = {David A. R. Robin and Kevin Scaman and Marc Lelarge}, title = {Convergence beyond the over-parameterized regime using Rayleigh quotients}, journal = {CoRR}, volume = {abs/2301.08117}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.08117}, doi = {10.48550/ARXIV.2301.08117}, eprinttype = {arXiv}, eprint = {2301.08117}, timestamp = {Thu, 26 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-08117.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2304-11017, author = {Kevin Scaman}, title = {Breaking the Log Barrier: a Novel Universal Restart Strategy for Faster Las Vegas Algorithms}, journal = {CoRR}, volume = {abs/2304.11017}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2304.11017}, doi = {10.48550/ARXIV.2304.11017}, eprinttype = {arXiv}, eprint = {2304.11017}, timestamp = {Tue, 02 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2304-11017.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-04679, author = {Kevin Scaman and Mathieu Even and Laurent Massouli{\'{e}}}, title = {Generalization Error of First-Order Methods for Statistical Learning with Generic Oracles}, journal = {CoRR}, volume = {abs/2307.04679}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.04679}, doi = {10.48550/ARXIV.2307.04679}, eprinttype = {arXiv}, eprint = {2307.04679}, timestamp = {Mon, 24 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-04679.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/MalherbeS22, author = {C{\'{e}}dric Malherbe and Kevin Scaman}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {Robustness in Multi-Objective Submodular Optimization: a Quantile Approach}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {14871--14886}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/malherbe22a.html}, timestamp = {Tue, 12 Jul 2022 17:36:52 +0200}, biburl = {https://dblp.org/rec/conf/icml/MalherbeS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ScamanMS22, author = {Kevin Scaman and C{\'{e}}dric Malherbe and Ludovic Dos Santos}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {Convergence Rates of Non-Convex Stochastic Gradient Descent Under a Generic Lojasiewicz Condition and Local Smoothness}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {19310--19327}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/scaman22a.html}, timestamp = {Tue, 12 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/ScamanMS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/neurreps/RobinSL22, author = {David A. R. Robin and Kevin Scaman and Marc Lelarge}, editor = {Sophia Sanborn and Christian Shewmake and Simone Azeglio and Arianna Di Bernardo and Nina Miolane}, title = {Periodic signal recovery with regularized sine neural networks}, booktitle = {NeurIPS Workshop on Symmetry and Geometry in Neural Representations, 03 December 2022, New Orleans, Lousiana, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {197}, pages = {98--110}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v197/robin23a.html}, timestamp = {Tue, 05 Sep 2023 17:08:45 +0200}, biburl = {https://dblp.org/rec/conf/neurreps/RobinSL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/EvenMS22, author = {Mathieu Even and Laurent Massouli{\'{e}} and Kevin Scaman}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {On Sample Optimality in Personalized Collaborative and Federated 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/01cea7793f3c68af2e4989fc66bf8fb0-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/EvenMS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/RobinSL22, author = {David A. R. Robin and Kevin Scaman and Marc Lelarge}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Convergence beyond the over-parameterized regime using Rayleigh quotients}, 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/45d74e190008c7bff2845ffc8e3facd3-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/RobinSL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/DasoulasNSVV21, author = {George Dasoulas and Giannis Nikolentzos and Kevin Scaman and Aladin Virmaux and Michalis Vazirgiannis}, title = {Ego-Based Entropy Measures for Structural Representations on Graphs}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021}, pages = {3210--3214}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICASSP39728.2021.9414279}, doi = {10.1109/ICASSP39728.2021.9414279}, timestamp = {Thu, 08 Jul 2021 17:12:48 +0200}, biburl = {https://dblp.org/rec/conf/icassp/DasoulasNSVV21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/DasoulasSV21, author = {George Dasoulas and Kevin Scaman and Aladin Virmaux}, editor = {Marina Meila and Tong Zhang}, title = {Lipschitz normalization for self-attention layers with application to 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 = {2456--2466}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/dasoulas21a.html}, timestamp = {Wed, 25 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/DasoulasSV21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DurmusMNSSW21, author = {Alain Durmus and Eric Moulines and Alexey Naumov and Sergey Samsonov and Kevin Scaman and Hoi{-}To Wai}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Tight High Probability Bounds for Linear Stochastic Approximation with Fixed Stepsize}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {30063--30074}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/fc95fa5740ba01a870cfa52f671fe1e4-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/DurmusMNSSW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-08735, author = {George Dasoulas and Giannis Nikolentzos and Kevin Scaman and Aladin Virmaux and Michalis Vazirgiannis}, title = {Ego-based Entropy Measures for Structural Representations on Graphs}, journal = {CoRR}, volume = {abs/2102.08735}, year = {2021}, url = {https://arxiv.org/abs/2102.08735}, eprinttype = {arXiv}, eprint = {2102.08735}, timestamp = {Fri, 19 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-08735.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-09012, author = {Avery Ma and Aladin Virmaux and Kevin Scaman and Juwei Lu}, title = {Improving Hierarchical Adversarial Robustness of Deep Neural Networks}, journal = {CoRR}, volume = {abs/2102.09012}, year = {2021}, url = {https://arxiv.org/abs/2102.09012}, eprinttype = {arXiv}, eprint = {2102.09012}, timestamp = {Wed, 24 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-09012.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-04886, author = {George Dasoulas and Kevin Scaman and Aladin Virmaux}, title = {Lipschitz Normalization for Self-Attention Layers with Application to Graph Neural Networks}, journal = {CoRR}, volume = {abs/2103.04886}, year = {2021}, url = {https://arxiv.org/abs/2103.04886}, eprinttype = {arXiv}, eprint = {2103.04886}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-04886.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-01257, author = {Alain Durmus and Eric Moulines and Alexey Naumov and Sergey Samsonov and Kevin Scaman and Hoi{-}To Wai}, title = {Tight High Probability Bounds for Linear Stochastic Approximation with Fixed Stepsize}, journal = {CoRR}, volume = {abs/2106.01257}, year = {2021}, url = {https://arxiv.org/abs/2106.01257}, eprinttype = {arXiv}, eprint = {2106.01257}, timestamp = {Fri, 11 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-01257.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/DasoulasSSV20, author = {George Dasoulas and Ludovic Dos Santos and Kevin Scaman and Aladin Virmaux}, editor = {Christian Bessiere}, title = {Coloring Graph Neural Networks for Node Disambiguation}, booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, {IJCAI} 2020}, pages = {2126--2132}, publisher = {ijcai.org}, year = {2020}, url = {https://doi.org/10.24963/ijcai.2020/294}, doi = {10.24963/IJCAI.2020/294}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/DasoulasSSV20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ScamanM20, author = {Kevin Scaman and C{\'{e}}dric Malherbe}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {Robustness Analysis of Non-Convex Stochastic Gradient Descent using Biased Expectations}, 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/bd4d08cd70f4be1982372107b3b448ef-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ScamanM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ScamanSBC20, author = {Kevin Scaman and Ludovic Dos Santos and Merwan Barlier and Igor Colin}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {A Simple and Efficient Smoothing Method for Faster Optimization and Local Exploration}, 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/481d462e46c2ab976294271a175b8929-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ScamanSBC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-00553, author = {George Dasoulas and Giannis Nikolentzos and Kevin Scaman and Aladin Virmaux and Michalis Vazirgiannis}, title = {Ego-based Entropy Measures for Structural Representations}, journal = {CoRR}, volume = {abs/2003.00553}, year = {2020}, url = {https://arxiv.org/abs/2003.00553}, eprinttype = {arXiv}, eprint = {2003.00553}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-00553.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/ScamanBBLM19, author = {Kevin Scaman and Francis R. Bach and S{\'{e}}bastien Bubeck and Yin Tat Lee and Laurent Massouli{\'{e}}}, title = {Optimal Convergence Rates for Convex Distributed Optimization in Networks}, journal = {J. Mach. Learn. Res.}, volume = {20}, pages = {159:1--159:31}, year = {2019}, url = {http://jmlr.org/papers/v20/19-543.html}, timestamp = {Mon, 09 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jmlr/ScamanBBLM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ColinSS19, author = {Igor Colin and Ludovic Dos Santos and Kevin Scaman}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Theoretical Limits of Pipeline Parallel Optimization and Application to Distributed Deep 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 = {12350--12359}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/f29e2360ef277f77595dfae0aab78138-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/ColinSS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-05104, author = {Igor Colin and Ludovic Dos Santos and Kevin Scaman}, title = {Theoretical Limits of Pipeline Parallel Optimization and Application to Distributed Deep Learning}, journal = {CoRR}, volume = {abs/1910.05104}, year = {2019}, url = {http://arxiv.org/abs/1910.05104}, eprinttype = {arXiv}, eprint = {1910.05104}, timestamp = {Wed, 16 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-05104.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-06058, author = {George Dasoulas and Ludovic Dos Santos and Kevin Scaman and Aladin Virmaux}, title = {Coloring graph neural networks for node disambiguation}, journal = {CoRR}, volume = {abs/1912.06058}, year = {2019}, url = {http://arxiv.org/abs/1912.06058}, eprinttype = {arXiv}, eprint = {1912.06058}, timestamp = {Thu, 02 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-06058.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ScamanBBML18, author = {Kevin Scaman and Francis R. Bach and S{\'{e}}bastien Bubeck and Laurent Massouli{\'{e}} and Yin Tat Lee}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {Optimal Algorithms for Non-Smooth Distributed Optimization in Networks}, 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 = {2745--2754}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/8fb21ee7a2207526da55a679f0332de2-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/ScamanBBML18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/VirmauxS18, author = {Aladin Virmaux and Kevin Scaman}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {Lipschitz regularity of deep neural networks: analysis and efficient estimation}, 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 = {3839--3848}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/d54e99a6c03704e95e6965532dec148b-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/VirmauxS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DraiefKSV18, author = {Moez Draief and Konstantin Kutzkov and Kevin Scaman and Milan Vojnovic}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {{KONG:} Kernels for ordered-neighborhood graphs}, 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 = {4055--4064}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/d0fb963ff976f9c37fc81fe03c21ea7b-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/DraiefKSV18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-10014, author = {Moez Draief and Konstantin Kutzkov and Kevin Scaman and Milan Vojnovic}, title = {{KONG:} Kernels for ordered-neighborhood graphs}, journal = {CoRR}, volume = {abs/1805.10014}, year = {2018}, url = {http://arxiv.org/abs/1805.10014}, eprinttype = {arXiv}, eprint = {1805.10014}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-10014.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-10965, author = {Kevin Scaman and Aladin Virmaux}, title = {Lipschitz regularity of deep neural networks: analysis and efficient estimation}, journal = {CoRR}, volume = {abs/1805.10965}, year = {2018}, url = {http://arxiv.org/abs/1805.10965}, eprinttype = {arXiv}, eprint = {1805.10965}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-10965.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/LemonnierSK17, author = {R{\'{e}}mi Lemonnier and Kevin Scaman and Argyris Kalogeratos}, editor = {Satinder Singh and Shaul Markovitch}, title = {Multivariate Hawkes Processes for Large-Scale Inference}, booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, {USA}}, pages = {2168--2174}, publisher = {{AAAI} Press}, year = {2017}, url = {https://doi.org/10.1609/aaai.v31i1.10846}, doi = {10.1609/AAAI.V31I1.10846}, timestamp = {Mon, 04 Sep 2023 14:40:32 +0200}, biburl = {https://dblp.org/rec/conf/aaai/LemonnierSK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ScamanBBLM17, author = {Kevin Scaman and Francis R. Bach and S{\'{e}}bastien Bubeck and Yin Tat Lee and Laurent Massouli{\'{e}}}, editor = {Doina Precup and Yee Whye Teh}, title = {Optimal Algorithms for Smooth and Strongly Convex Distributed Optimization in Networks}, 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 = {3027--3036}, publisher = {{PMLR}}, year = {2017}, url = {http://proceedings.mlr.press/v70/scaman17a.html}, timestamp = {Wed, 29 May 2019 08:41:45 +0200}, biburl = {https://dblp.org/rec/conf/icml/ScamanBBLM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1709-05231, author = {Kevin Scaman and Argyris Kalogeratos and Luca Corinzia and Nicolas Vayatis}, title = {A Spectral Method for Activity Shaping in Continuous-Time Information Cascades}, journal = {CoRR}, volume = {abs/1709.05231}, year = {2017}, url = {http://arxiv.org/abs/1709.05231}, eprinttype = {arXiv}, eprint = {1709.05231}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1709-05231.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnse/ScamanKV16, author = {Kevin Scaman and Argyris Kalogeratos and Nicolas Vayatis}, title = {Suppressing Epidemics in Networks Using Priority Planning}, journal = {{IEEE} Trans. Netw. Sci. Eng.}, volume = {3}, number = {4}, pages = {271--285}, year = {2016}, url = {https://doi.org/10.1109/TNSE.2016.2600029}, doi = {10.1109/TNSE.2016.2600029}, timestamp = {Mon, 11 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnse/ScamanKV16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ictai/ScamanKV15, author = {Kevin Scaman and Argyris Kalogeratos and Nicolas Vayatis}, title = {A Greedy Approach for Dynamic Control of Diffusion Processes in Networks}, booktitle = {27th {IEEE} International Conference on Tools with Artificial Intelligence, {ICTAI} 2015, Vietri sul Mare, Italy, November 9-11, 2015}, pages = {652--659}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/ICTAI.2015.99}, doi = {10.1109/ICTAI.2015.99}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ictai/ScamanKV15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ScamanLV15, author = {Kevin Scaman and R{\'{e}}mi Lemonnier and Nicolas Vayatis}, editor = {Corinna Cortes and Neil D. Lawrence and Daniel D. Lee and Masashi Sugiyama and Roman Garnett}, title = {Anytime Influence Bounds and the Explosive Behavior of Continuous-Time Diffusion Networks}, booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada}, pages = {2026--2034}, year = {2015}, url = {https://proceedings.neurips.cc/paper/2015/hash/b24d516bb65a5a58079f0f3526c87c57-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/ScamanLV15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LemonnierSV14, author = {R{\'{e}}mi Lemonnier and Kevin Scaman and Nicolas Vayatis}, editor = {Zoubin Ghahramani and Max Welling and Corinna Cortes and Neil D. Lawrence and Kilian Q. Weinberger}, title = {Tight Bounds for Influence in Diffusion Networks and Application to Bond Percolation and Epidemiology}, booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada}, pages = {846--854}, year = {2014}, url = {https://proceedings.neurips.cc/paper/2014/hash/1bb91f73e9d31ea2830a5e73ce3ed328-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/LemonnierSV14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LemonnierSV14, author = {R{\'{e}}mi Lemonnier and Kevin Scaman and Nicolas Vayatis}, title = {Tight Bounds for Influence in Diffusion Networks and Application to Bond Percolation and Epidemiology}, journal = {CoRR}, volume = {abs/1407.4744}, year = {2014}, url = {http://arxiv.org/abs/1407.4744}, eprinttype = {arXiv}, eprint = {1407.4744}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LemonnierSV14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ScamanKV14, author = {Kevin Scaman and Argyris Kalogeratos and Nicolas Vayatis}, title = {What Makes a Good Plan? An Efficient Planning Approach to Control Diffusion Processes in Networks}, journal = {CoRR}, volume = {abs/1407.4760}, year = {2014}, url = {http://arxiv.org/abs/1407.4760}, eprinttype = {arXiv}, eprint = {1407.4760}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ScamanKV14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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