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ORCIDBibTeX records: Inderjit S. Dhillon
@article{DBLP:journals/siamjo/LiYYD24,
author = {Haoya Li and
Hsiang{-}Fu Yu and
Lexing Ying and
Inderjit S. Dhillon},
title = {Accelerating Primal-Dual Methods for Regularized Markov Decision Processes},
journal = {{SIAM} J. Optim.},
volume = {34},
number = {1},
pages = {764--789},
year = {2024},
url = {https://doi.org/10.1137/21m1468851},
doi = {10.1137/21M1468851},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/LiYYD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-07114,
author = {Rudrajit Das and
Naman Agarwal and
Sujay Sanghavi and
Inderjit S. Dhillon},
title = {Towards Quantifying the Preconditioning Effect of Adam},
journal = {CoRR},
volume = {abs/2402.07114},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.07114},
doi = {10.48550/ARXIV.2402.07114},
eprinttype = {arXiv},
eprint = {2402.07114},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-07114.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/LiGYYD23,
author = {Haoya Li and
Samarth Gupta and
Hsiang{-}Fu Yu and
Lexing Ying and
Inderjit S. Dhillon},
title = {Approximate Newton Policy Gradient Algorithms},
journal = {{SIAM} J. Sci. Comput.},
volume = {45},
number = {5},
pages = {2585},
year = {2023},
url = {https://doi.org/10.1137/22m1492088},
doi = {10.1137/22M1492088},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/siamsc/LiGYYD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YangDWDSL23,
author = {Shuo Yang and
Yijun Dong and
Rachel A. Ward and
Inderjit S. Dhillon and
Sujay Sanghavi and
Qi Lei},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Sample Efficiency of Data Augmentation Consistency Regularization},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3825--3853},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/yang23c.html},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/YangDWDSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DevvritDA0HD23,
author = {Devvrit and
Sai Surya Duvvuri and
Rohan Anil and
Vineet Gupta and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {A Computationally Efficient Sparsified Online Newton Method},
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/0b43289db08ed60edc6451cb2132e203-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DevvritDA0HD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YenDDH23,
author = {Jui{-}Nan Yen and
Sai Surya Duvvuri and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Block Low-Rank Preconditioner with Shared Basis for Stochastic Optimization},
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/389cfad711d2b1e2128e931feee80230-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YenDDH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ChenCJYDH23,
author = {Patrick H. Chen and
Wei{-}Cheng Chang and
Jyun{-}Yu Jiang and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {{FINGER:} Fast Inference for Graph-based Approximate Nearest Neighbor
Search},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {3225--3235},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583318},
doi = {10.1145/3543507.3583318},
timestamp = {Mon, 28 Aug 2023 21:17:10 +0200},
biburl = {https://dblp.org/rec/conf/www/ChenCJYDH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-07707,
author = {Devvrit and
Sneha Kudugunta and
Aditya Kusupati and
Tim Dettmers and
Kaifeng Chen and
Inderjit S. Dhillon and
Yulia Tsvetkov and
Hannaneh Hajishirzi and
Sham M. Kakade and
Ali Farhadi and
Prateek Jain},
title = {MatFormer: Nested Transformer for Elastic Inference},
journal = {CoRR},
volume = {abs/2310.07707},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.07707},
doi = {10.48550/ARXIV.2310.07707},
eprinttype = {arXiv},
eprint = {2310.07707},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-07707.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-08891,
author = {Ramnath Kumar and
Anshul Mittal and
Nilesh Gupta and
Aditya Kusupati and
Inderjit S. Dhillon and
Prateek Jain},
title = {{EHI:} End-to-end Learning of Hierarchical Index for Efficient Dense
Retrieval},
journal = {CoRR},
volume = {abs/2310.08891},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.08891},
doi = {10.48550/ARXIV.2310.08891},
eprinttype = {arXiv},
eprint = {2310.08891},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-08891.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-10636,
author = {Nilesh Gupta and
Devvrit Khatri and
Ankit S. Rawat and
Srinadh Bhojanapalli and
Prateek Jain and
Inderjit S. Dhillon},
title = {Efficacy of Dual-Encoders for Extreme Multi-Label Classification},
journal = {CoRR},
volume = {abs/2310.10636},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.10636},
doi = {10.48550/ARXIV.2310.10636},
eprinttype = {arXiv},
eprint = {2310.10636},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-10636.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-10085,
author = {Devvrit and
Sai Surya Duvvuri and
Rohan Anil and
Vineet Gupta and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
title = {A Computationally Efficient Sparsified Online Newton Method},
journal = {CoRR},
volume = {abs/2311.10085},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.10085},
doi = {10.48550/ARXIV.2311.10085},
eprinttype = {arXiv},
eprint = {2311.10085},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-10085.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-10117,
author = {Cho{-}Jui Hsieh and
Si Si and
Felix X. Yu and
Inderjit S. Dhillon},
title = {Automatic Engineering of Long Prompts},
journal = {CoRR},
volume = {abs/2311.10117},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.10117},
doi = {10.48550/ARXIV.2311.10117},
eprinttype = {arXiv},
eprint = {2311.10117},
timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-10117.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YuZZCD22,
author = {Hsiang{-}Fu Yu and
Kai Zhong and
Jiong Zhang and
Wei{-}Cheng Chang and
Inderjit S. Dhillon},
title = {{PECOS:} Prediction for Enormous and Correlated Output Spaces},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {98:1--98:32},
year = {2022},
url = {http://jmlr.org/papers/v23/21-0085.html},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YuZZCD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/HashemiADVSD22,
author = {Abolfazl Hashemi and
Anish Acharya and
Rudrajit Das and
Haris Vikalo and
Sujay Sanghavi and
Inderjit S. Dhillon},
title = {On the Benefits of Multiple Gossip Steps in Communication-Constrained
Decentralized Federated Learning},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {11},
pages = {2727--2739},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2021.3138977},
doi = {10.1109/TPDS.2021.3138977},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/HashemiADVSD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AcharyaH0SDT22,
author = {Anish Acharya and
Abolfazl Hashemi and
Prateek Jain and
Sujay Sanghavi and
Inderjit S. Dhillon and
Ufuk Topcu},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Robust Training in High Dimensions via Block Coordinate Geometric
Median Descent},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {11145--11168},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/acharya22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AcharyaH0SDT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChienCHYZMD22,
author = {Eli Chien and
Wei{-}Cheng Chang and
Cho{-}Jui Hsieh and
Hsiang{-}Fu Yu and
Jiong Zhang and
Olgica Milenkovic and
Inderjit S. Dhillon},
title = {Node Feature Extraction by Self-Supervised Multi-scale Neighborhood
Prediction},
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=KJggliHbs8},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ChienCHYZMD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangRS0DS22,
author = {Shuo Yang and
Tongzheng Ren and
Sanjay Shakkottai and
Eric Price and
Inderjit S. Dhillon and
Sujay Sanghavi},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Linear Bandit Algorithms with Sublinear Time Complexity},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {25241--25260},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/yang22m.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/YangRS0DS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChengLCDH22,
author = {Minhao Cheng and
Qi Lei and
Pin{-}Yu Chen and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
editor = {Luc De Raedt},
title = {{CAT:} Customized Adversarial Training for Improved Robustness},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {673--679},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/95},
doi = {10.24963/IJCAI.2022/95},
timestamp = {Wed, 27 Jul 2022 16:43:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ChengLCDH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/XiongCHYD22,
author = {Yuanhao Xiong and
Wei{-}Cheng Chang and
Cho{-}Jui Hsieh and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {Extreme Zero-Shot Learning for Extreme Text Classification},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
pages = {5455--5468},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-main.399},
doi = {10.18653/V1/2022.NAACL-MAIN.399},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/XiongCHYD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DevvritSD022,
author = {Devvrit and
Aditya Sinha and
Inderjit S. Dhillon and
Prateek Jain},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {{S3GC:} Scalable Self-Supervised Graph Clustering},
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/15972a9575e0f03bf82f00aebeb40774-Abstract-Conference.html},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DevvritSD022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuptaCYHD22,
author = {Nilesh Gupta and
Patrick H. Chen and
Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {{ELIAS:} End-to-End Learning to Index and Search in Large Output Spaces},
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/7d4f98f916494121aca3da02e36a4d18-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GuptaCYHD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/BlockKHJD22,
author = {Adam Block and
Rahul Kidambi and
Daniel N. Hill and
Thorsten Joachims and
Inderjit S. Dhillon},
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {Counterfactual Learning To Rank for Utility-Maximizing Query Autocompletion},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {791--802},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495.3531958},
doi = {10.1145/3477495.3531958},
timestamp = {Sat, 09 Jul 2022 09:25:34 +0200},
biburl = {https://dblp.org/rec/conf/sigir/BlockKHJD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DasAHSDT22,
author = {Rudrajit Das and
Anish Acharya and
Abolfazl Hashemi and
Sujay Sanghavi and
Inderjit S. Dhillon and
Ufuk Topcu},
editor = {James Cussens and
Kun Zhang},
title = {Faster non-convex federated learning via global and local momentum},
booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth
Conference on Uncertainty in Artificial Intelligence, {UAI} 2022,
1-5 August 2022, Eindhoven, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {180},
pages = {496--506},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v180/das22b.html},
timestamp = {Sat, 15 Oct 2022 12:08:13 +0200},
biburl = {https://dblp.org/rec/conf/uai/DasAHSDT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/EtterZYYD22,
author = {Philip A. Etter and
Kai Zhong and
Hsiang{-}Fu Yu and
Lexing Ying and
Inderjit S. Dhillon},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {Enterprise-Scale Search: Accelerating Inference for Sparse Extreme
Multi-Label Ranking Trees},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {452--461},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3511973},
doi = {10.1145/3485447.3511973},
timestamp = {Thu, 23 Jun 2022 19:54:34 +0200},
biburl = {https://dblp.org/rec/conf/www/EtterZYYD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-10506,
author = {Haoya Li and
Hsiang{-}Fu Yu and
Lexing Ying and
Inderjit S. Dhillon},
title = {Accelerating Primal-dual Methods for Regularized Markov Decision Processes},
journal = {CoRR},
volume = {abs/2202.10506},
year = {2022},
url = {https://arxiv.org/abs/2202.10506},
eprinttype = {arXiv},
eprint = {2202.10506},
timestamp = {Thu, 03 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-10506.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-12230,
author = {Shuo Yang and
Yijun Dong and
Rachel A. Ward and
Inderjit S. Dhillon and
Sujay Sanghavi and
Qi Lei},
title = {Sample Efficiency of Data Augmentation Consistency Regularization},
journal = {CoRR},
volume = {abs/2202.12230},
year = {2022},
url = {https://arxiv.org/abs/2202.12230},
eprinttype = {arXiv},
eprint = {2202.12230},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-12230.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-10936,
author = {Adam Block and
Rahul Kidambi and
Daniel N. Hill and
Thorsten Joachims and
Inderjit S. Dhillon},
title = {Counterfactual Learning To Rank for Utility-Maximizing Query Autocompletion},
journal = {CoRR},
volume = {abs/2204.10936},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.10936},
doi = {10.48550/ARXIV.2204.10936},
eprinttype = {arXiv},
eprint = {2204.10936},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-10936.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01206,
author = {Anish Acharya and
Sujay Sanghavi and
Li Jing and
Bhargav Bhushanam and
Dhruv Choudhary and
Michael G. Rabbat and
Inderjit S. Dhillon},
title = {Positive Unlabeled Contrastive Learning},
journal = {CoRR},
volume = {abs/2206.01206},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01206},
doi = {10.48550/ARXIV.2206.01206},
eprinttype = {arXiv},
eprint = {2206.01206},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01206.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-11408,
author = {Patrick H. Chen and
Wei{-}Cheng Chang and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
title = {{FINGER:} Fast Inference for Graph-based Approximate Nearest Neighbor
Search},
journal = {CoRR},
volume = {abs/2206.11408},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.11408},
doi = {10.48550/ARXIV.2206.11408},
eprinttype = {arXiv},
eprint = {2206.11408},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-11408.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-08410,
author = {Nilesh Gupta and
Patrick H. Chen and
Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
title = {End-to-End Learning to Index and Search in Large Output Spaces},
journal = {CoRR},
volume = {abs/2210.08410},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.08410},
doi = {10.48550/ARXIV.2210.08410},
eprinttype = {arXiv},
eprint = {2210.08410},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-08410.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-00635,
author = {Yihan Wang and
Si Si and
Daliang Li and
Michal Lukasik and
Felix X. Yu and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon and
Sanjiv Kumar},
title = {Preserving In-Context Learning ability in Large Language Model Fine-tuning},
journal = {CoRR},
volume = {abs/2211.00635},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.00635},
doi = {10.48550/ARXIV.2211.00635},
eprinttype = {arXiv},
eprint = {2211.00635},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-00635.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LopezDJ21,
author = {Romain Lopez and
Inderjit S. Dhillon and
Michael I. Jordan},
title = {Learning from eXtreme Bandit 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 = {8732--8740},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i10.17058},
doi = {10.1609/AAAI.V35I10.17058},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LopezDJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/BaharavJKSD21,
author = {Tavor Z. Baharav and
Daniel L. Jiang and
Kedarnath Kolluri and
Sujay Sanghavi and
Inderjit S. Dhillon},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Enabling Efficiency-Precision Trade-offs for Label Trees in Extreme
Classification},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {3717--3726},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3481914},
doi = {10.1145/3459637.3481914},
timestamp = {Tue, 16 Aug 2022 23:04:38 +0200},
biburl = {https://dblp.org/rec/conf/cikm/BaharavJKSD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SenRYKFHD21,
author = {Rajat Sen and
Alexander Rakhlin and
Lexing Ying and
Rahul Kidambi and
Dean Foster and
Daniel N. Hill and
Inderjit S. Dhillon},
editor = {Marina Meila and
Tong Zhang},
title = {Top-k eXtreme Contextual Bandits with Arm Hierarchy},
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 = {9422--9433},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sen21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SenRYKFHD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChangJYTZZKHSIS21,
author = {Wei{-}Cheng Chang and
Daniel L. Jiang and
Hsiang{-}Fu Yu and
Choon{-}Hui Teo and
Jiong Zhang and
Kai Zhong and
Kedarnath Kolluri and
Qie Hu and
Nikhil Shandilya and
Vyacheslav Ievgrafov and
Japinder Singh and
Inderjit S. Dhillon},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Extreme Multi-label Learning for Semantic Matching in Product Search},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2643--2651},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467092},
doi = {10.1145/3447548.3467092},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChangJYTZZKHSIS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YadavSHMD21,
author = {Nishant Yadav and
Rajat Sen and
Daniel N. Hill and
Arya Mazumdar and
Inderjit S. Dhillon},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Session-Aware Query Auto-completion using Extreme Multi-Label Ranking},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3835--3844},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467087},
doi = {10.1145/3447548.3467087},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YadavSHMD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangCYD21,
author = {Jiong Zhang and
Wei{-}Cheng Chang and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Fast Multi-Resolution Transformer Fine-tuning for Extreme Multi-label
Text Classification},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {7267--7280},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/3bbca1d243b01b47c2bf42b29a8b265c-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhangCYD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuCYHD21,
author = {Xuanqing Liu and
Wei{-}Cheng Chang and
Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Label Disentanglement in Partition-based Extreme Multilabel Classification},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {15359--15369},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/81c8727c62e800be708dbf37c4695dff-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiuCYHD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenYDH21,
author = {Patrick H. Chen and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {{DRONE:} Data-aware Low-rank Compression for Large {NLP} Models},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {29321--29334},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/f56de5ef149cf0aedcc8f4797031e229-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChenYDH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-07800,
author = {Rajat Sen and
Alexander Rakhlin and
Lexing Ying and
Rahul Kidambi and
Dean P. Foster and
Daniel N. Hill and
Inderjit S. Dhillon},
title = {Top-k eXtreme Contextual Bandits with Arm Hierarchy},
journal = {CoRR},
volume = {abs/2102.07800},
year = {2021},
url = {https://arxiv.org/abs/2102.07800},
eprinttype = {arXiv},
eprint = {2102.07800},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-07800.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-02729,
author = {Shuo Yang and
Tongzheng Ren and
Sanjay Shakkottai and
Eric Price and
Inderjit S. Dhillon and
Sujay Sanghavi},
title = {Linear Bandit Algorithms with Sublinear Time Complexity},
journal = {CoRR},
volume = {abs/2103.02729},
year = {2021},
url = {https://arxiv.org/abs/2103.02729},
eprinttype = {arXiv},
eprint = {2103.02729},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-02729.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-02741,
author = {Shuo Yang and
Tongzheng Ren and
Inderjit S. Dhillon and
Sujay Sanghavi},
title = {Combinatorial Bandits without Total Order for Arms},
journal = {CoRR},
volume = {abs/2103.02741},
year = {2021},
url = {https://arxiv.org/abs/2103.02741},
eprinttype = {arXiv},
eprint = {2103.02741},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-02741.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-00730,
author = {Tavor Z. Baharav and
Daniel L. Jiang and
Kedarnath Kolluri and
Sujay Sanghavi and
Inderjit S. Dhillon},
title = {Enabling Efficiency-Precision Trade-offs for Label Trees in Extreme
Classification},
journal = {CoRR},
volume = {abs/2106.00730},
year = {2021},
url = {https://arxiv.org/abs/2106.00730},
eprinttype = {arXiv},
eprint = {2106.00730},
timestamp = {Wed, 09 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-00730.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02697,
author = {Philip A. Etter and
Kai Zhong and
Hsiang{-}Fu Yu and
Lexing Ying and
Inderjit S. Dhillon},
title = {Accelerating Inference for Sparse Extreme Multi-Label Ranking Trees},
journal = {CoRR},
volume = {abs/2106.02697},
year = {2021},
url = {https://arxiv.org/abs/2106.02697},
eprinttype = {arXiv},
eprint = {2106.02697},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02697.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07094,
author = {Rudrajit Das and
Abolfazl Hashemi and
Sujay Sanghavi and
Inderjit S. Dhillon},
title = {DP-NormFedAvg: Normalizing Client Updates for Privacy-Preserving Federated
Learning},
journal = {CoRR},
volume = {abs/2106.07094},
year = {2021},
url = {https://arxiv.org/abs/2106.07094},
eprinttype = {arXiv},
eprint = {2106.07094},
timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07094.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-08882,
author = {Anish Acharya and
Abolfazl Hashemi and
Prateek Jain and
Sujay Sanghavi and
Inderjit S. Dhillon and
Ufuk Topcu},
title = {Robust Training in High Dimensions via Block Coordinate Geometric
Median Descent},
journal = {CoRR},
volume = {abs/2106.08882},
year = {2021},
url = {https://arxiv.org/abs/2106.08882},
eprinttype = {arXiv},
eprint = {2106.08882},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-08882.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12657,
author = {Wei{-}Cheng Chang and
Daniel L. Jiang and
Hsiang{-}Fu Yu and
Choon{-}Hui Teo and
Jiong Zhang and
Kai Zhong and
Kedarnath Kolluri and
Qie Hu and
Nikhil Shandilya and
Vyacheslav Ievgrafov and
Japinder Singh and
Inderjit S. Dhillon},
title = {Extreme Multi-label Learning for Semantic Matching in Product Search},
journal = {CoRR},
volume = {abs/2106.12657},
year = {2021},
url = {https://arxiv.org/abs/2106.12657},
eprinttype = {arXiv},
eprint = {2106.12657},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12657.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12751,
author = {Xuanqing Liu and
Wei{-}Cheng Chang and
Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
title = {Label Disentanglement in Partition-based Extreme Multilabel Classification},
journal = {CoRR},
volume = {abs/2106.12751},
year = {2021},
url = {https://arxiv.org/abs/2106.12751},
eprinttype = {arXiv},
eprint = {2106.12751},
timestamp = {Thu, 01 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12751.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-00685,
author = {Jiong Zhang and
Wei{-}Cheng Chang and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon},
title = {Fast Multi-Resolution Transformer Fine-tuning for Extreme Multi-label
Text Classification},
journal = {CoRR},
volume = {abs/2110.00685},
year = {2021},
url = {https://arxiv.org/abs/2110.00685},
eprinttype = {arXiv},
eprint = {2110.00685},
timestamp = {Fri, 08 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-00685.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-02398,
author = {Haoya Li and
Samarth Gupta and
Hsiang{-}Fu Yu and
Lexing Ying and
Inderjit S. Dhillon},
title = {Quasi-Newton policy gradient algorithms},
journal = {CoRR},
volume = {abs/2110.02398},
year = {2021},
url = {https://arxiv.org/abs/2110.02398},
eprinttype = {arXiv},
eprint = {2110.02398},
timestamp = {Fri, 08 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-02398.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-14011,
author = {Reese Pathak and
Rajat Sen and
Nikhil Rao and
N. Benjamin Erichson and
Michael I. Jordan and
Inderjit S. Dhillon},
title = {Cluster-and-Conquer: {A} Framework For Time-Series Forecasting},
journal = {CoRR},
volume = {abs/2110.14011},
year = {2021},
url = {https://arxiv.org/abs/2110.14011},
eprinttype = {arXiv},
eprint = {2110.14011},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-14011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-00064,
author = {Eli Chien and
Wei{-}Cheng Chang and
Cho{-}Jui Hsieh and
Hsiang{-}Fu Yu and
Jiong Zhang and
Olgica Milenkovic and
Inderjit S. Dhillon},
title = {Node Feature Extraction by Self-Supervised Multi-scale Neighborhood
Prediction},
journal = {CoRR},
volume = {abs/2111.00064},
year = {2021},
url = {https://arxiv.org/abs/2111.00064},
eprinttype = {arXiv},
eprint = {2111.00064},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-00064.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-08652,
author = {Yuanhao Xiong and
Wei{-}Cheng Chang and
Cho{-}Jui Hsieh and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon},
title = {Extreme Zero-Shot Learning for Extreme Text Classification},
journal = {CoRR},
volume = {abs/2112.08652},
year = {2021},
url = {https://arxiv.org/abs/2112.08652},
eprinttype = {arXiv},
eprint = {2112.08652},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-08652.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuYDH20,
author = {Xuanqing Liu and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
title = {Learning to Encode Position for Transformer with Continuous Dynamical
Model},
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 = {6327--6335},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/liu20n.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiuYDH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShenYSD20,
author = {Yanyao Shen and
Hsiang{-}Fu Yu and
Sujay Sanghavi and
Inderjit S. Dhillon},
title = {Extreme Multi-label Classification from Aggregated Labels},
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 = {8752--8762},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shen20f.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShenYSD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/kdd/ChangYZYD20,
author = {Wei{-}Cheng Chang and
Hsiang{-}Fu Yu and
Kai Zhong and
Yiming Yang and
Inderjit S. Dhillon},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Taming Pretrained Transformers for Extreme Multi-label Text Classification},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {3163--3171},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403368},
doi = {10.1145/3394486.3403368},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ChangYZYD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WhangJKYD20,
author = {Joyce Jiyoung Whang and
Yeonsung Jung and
Seonggoo Kang and
Dongho Yoo and
Inderjit S. Dhillon},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Scalable Anti-TrustRank with Qualified Site-level Seeds for Link-based
Web Spam Detection},
booktitle = {Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24,
2020},
pages = {593--602},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366424.3385773},
doi = {10.1145/3366424.3385773},
timestamp = {Thu, 13 Aug 2020 18:46:26 +0200},
biburl = {https://dblp.org/rec/conf/www/WhangJKYD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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editor = {Inderjit S. Dhillon and
Dimitris S. Papailiopoulos and
Vivienne Sze},
title = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
TX, USA, March 2-4, 2020},
publisher = {mlsys.org},
year = {2020},
url = {https://proceedings.mlsys.org/book/2020},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-2002-06789,
author = {Minhao Cheng and
Qi Lei and
Pin{-}Yu Chen and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
title = {{CAT:} Customized Adversarial Training for Improved Robustness},
journal = {CoRR},
volume = {abs/2002.06789},
year = {2020},
url = {https://arxiv.org/abs/2002.06789},
eprinttype = {arXiv},
eprint = {2002.06789},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-06789.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-09229,
author = {Xuanqing Liu and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
title = {Learning to Encode Position for Transformer with Continuous Dynamical
Model},
journal = {CoRR},
volume = {abs/2003.09229},
year = {2020},
url = {https://arxiv.org/abs/2003.09229},
eprinttype = {arXiv},
eprint = {2003.09229},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-09229.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-00198,
author = {Yanyao Shen and
Hsiang{-}Fu Yu and
Sujay Sanghavi and
Inderjit S. Dhillon},
title = {Extreme Multi-label Classification from Aggregated Labels},
journal = {CoRR},
volume = {abs/2004.00198},
year = {2020},
url = {https://arxiv.org/abs/2004.00198},
eprinttype = {arXiv},
eprint = {2004.00198},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-00198.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-11530,
author = {Joyce Jiyoung Whang and
Inderjit S. Dhillon},
title = {Non-Exhaustive, Overlapping Co-Clustering: An Extended Analysis},
journal = {CoRR},
volume = {abs/2004.11530},
year = {2020},
url = {https://arxiv.org/abs/2004.11530},
eprinttype = {arXiv},
eprint = {2004.11530},
timestamp = {Tue, 28 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-11530.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-12947,
author = {Romain Lopez and
Inderjit S. Dhillon and
Michael I. Jordan},
title = {Learning from eXtreme Bandit Feedback},
journal = {CoRR},
volume = {abs/2009.12947},
year = {2020},
url = {https://arxiv.org/abs/2009.12947},
eprinttype = {arXiv},
eprint = {2009.12947},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-12947.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-05878,
author = {Hsiang{-}Fu Yu and
Kai Zhong and
Inderjit S. Dhillon},
title = {{PECOS:} Prediction for Enormous and Correlated Output Spaces},
journal = {CoRR},
volume = {abs/2010.05878},
year = {2020},
url = {https://arxiv.org/abs/2010.05878},
eprinttype = {arXiv},
eprint = {2010.05878},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-05878.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-10643,
author = {Abolfazl Hashemi and
Anish Acharya and
Rudrajit Das and
Haris Vikalo and
Sujay Sanghavi and
Inderjit S. Dhillon},
title = {On the Benefits of Multiple Gossip Steps in Communication-Constrained
Decentralized Optimization},
journal = {CoRR},
volume = {abs/2011.10643},
year = {2020},
url = {https://arxiv.org/abs/2011.10643},
eprinttype = {arXiv},
eprint = {2011.10643},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-10643.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-14031,
author = {Devvrit and
Minhao Cheng and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
title = {Voting based ensemble improves robustness of defensive models},
journal = {CoRR},
volume = {abs/2011.14031},
year = {2020},
url = {https://arxiv.org/abs/2011.14031},
eprinttype = {arXiv},
eprint = {2011.14031},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-14031.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-04061,
author = {Rudrajit Das and
Abolfazl Hashemi and
Sujay Sanghavi and
Inderjit S. Dhillon},
title = {Improved Convergence Rates for Non-Convex Federated Learning with
Compression},
journal = {CoRR},
volume = {abs/2012.04061},
year = {2020},
url = {https://arxiv.org/abs/2012.04061},
eprinttype = {arXiv},
eprint = {2012.04061},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-04061.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-07654,
author = {Nishant Yadav and
Rajat Sen and
Daniel N. Hill and
Arya Mazumdar and
Inderjit S. Dhillon},
title = {Session-Aware Query Auto-completion using Extreme Multi-label Ranking},
journal = {CoRR},
volume = {abs/2012.07654},
year = {2020},
url = {https://arxiv.org/abs/2012.07654},
eprinttype = {arXiv},
eprint = {2012.07654},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-07654.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/WhangHGD19,
author = {Joyce Jiyoung Whang and
Yangyang Hou and
David F. Gleich and
Inderjit S. Dhillon},
title = {Non-Exhaustive, Overlapping Clustering},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {41},
number = {11},
pages = {2644--2659},
year = {2019},
url = {https://doi.org/10.1109/TPAMI.2018.2863278},
doi = {10.1109/TPAMI.2018.2863278},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/WhangHGD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AcharyaGMD19,
author = {Anish Acharya and
Rahul Goel and
Angeliki Metallinou and
Inderjit S. Dhillon},
title = {Online Embedding Compression for Text Classification Using Low Rank
Matrix Factorization},
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 = {6196--6203},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33016196},
doi = {10.1609/AAAI.V33I01.33016196},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AcharyaGMD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhangRJYVD19,
author = {Jiong Zhang and
Parameswaran Raman and
Shihao Ji and
Hsiang{-}Fu Yu and
S. V. N. Vishwanathan and
Inderjit S. Dhillon},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Extreme Stochastic Variational Inference: Distributed Inference for
Large Scale Mixture Models},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {935--943},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/zhang19c.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhangRJYVD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YuHD19,
author = {Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Parallel Asynchronous Stochastic Coordinate Descent with Auxiliary
Variables},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {2641--2649},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/yu19d.html},
timestamp = {Fri, 07 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YuHD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3/Dhillon19,
author = {Inderjit S. Dhillon},
title = {Abstract of the Keynotes},
booktitle = {2019 Twelfth International Conference on Contemporary Computing, {IC3}
2019, Noida, India, August 8-10, 2019},
pages = {1--2},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IC3.2019.8844903},
doi = {10.1109/IC3.2019.8844903},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ic3/Dhillon19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhangCSBDH19,
author = {Huan Zhang and
Hongge Chen and
Zhao Song and
Duane S. Boning and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
title = {The Limitations of Adversarial Training and the Blind-Spot Attack},
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=HylTBhA5tQ},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ZhangCSBDH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LeiYVWD19,
author = {Qi Lei and
Jinfeng Yi and
Roman Vacul{\'{\i}}n and
Lingfei Wu and
Inderjit S. Dhillon},
editor = {Sarit Kraus},
title = {Similarity Preserving Representation Learning for Time Series Clustering},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {2845--2851},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/394},
doi = {10.24963/IJCAI.2019/394},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LeiYVWD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/LeiWCDDW19,
author = {Qi Lei and
Lingfei Wu and
Pin{-}Yu Chen and
Alex Dimakis and
Inderjit S. Dhillon and
Michael Witbrock},
editor = {Ameet Talwalkar and
Virginia Smith and
Matei Zaharia},
title = {Discrete Adversarial Attacks and Submodular Optimization with Applications
to Text Classification},
booktitle = {Proceedings of Machine Learning and Systems 2019, MLSys 2019, Stanford,
CA, USA, March 31 - April 2, 2019},
publisher = {mlsys.org},
year = {2019},
url = {https://proceedings.mlsys.org/book/284.pdf},
timestamp = {Tue, 18 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/LeiWCDDW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SenYD19,
author = {Rajat Sen and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Think Globally, Act Locally: {A} Deep Neural Network Approach to High-Dimensional
Time Series Forecasting},
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 = {4838--4847},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/3a0844cee4fcf57de0c71e9ad3035478-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SenYD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangYD19,
author = {Jiong Zhang and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {AutoAssist: {A} Framework to Accelerate Training of Deep Neural Networks},
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 = {5996--6006},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/9bd5ee6fe55aaeb673025dbcb8f939c1-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhangYD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhongS0D19,
author = {Kai Zhong and
Zhao Song and
Prateek Jain and
Inderjit S. Dhillon},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Provable Non-linear Inductive Matrix Completion},
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 = {11435--11445},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/ce5193a069bea027a60e06c57a106eb6-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhongS0D19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeiZCDD19,
author = {Qi Lei and
Jiacheng Zhuo and
Constantine Caramanis and
Inderjit S. Dhillon and
Alexandros G. Dimakis},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Primal-Dual Block Generalized Frank-Wolfe},
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 = {13866--13875},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/fb03a0f2f5d94af4a5c0890fff0ef6e0-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LeiZCDD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeiJDD19,
author = {Qi Lei and
Ajil Jalal and
Inderjit S. Dhillon and
Alexandros G. Dimakis},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Inverting Deep Generative models, One layer at a time},
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 = {13910--13919},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/24389bfe4fe2eba8bf9aa9203a44cdad-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LeiJDD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-04684,
author = {Huan Zhang and
Hongge Chen and
Zhao Song and
Duane S. Boning and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
title = {The Limitations of Adversarial Training and the Blind-Spot Attack},
journal = {CoRR},
volume = {abs/1901.04684},
year = {2019},
url = {http://arxiv.org/abs/1901.04684},
eprinttype = {arXiv},
eprint = {1901.04684},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-04684.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03257,
author = {Alexander Ratner and
Dan Alistarh and
Gustavo Alonso and
David G. Andersen and
Peter Bailis and
Sarah Bird and
Nicholas Carlini and
Bryan Catanzaro and
Eric S. Chung and
Bill Dally and
Jeff Dean and
Inderjit S. Dhillon and
Alexandros G. Dimakis and
Pradeep Dubey and
Charles Elkan and
Grigori Fursin and
Gregory R. Ganger and
Lise Getoor and
Phillip B. Gibbons and
Garth A. Gibson and
Joseph E. Gonzalez and
Justin Gottschlich and
Song Han and
Kim M. Hazelwood and
Furong Huang and
Martin Jaggi and
Kevin G. Jamieson and
Michael I. Jordan and
Gauri Joshi and
Rania Khalaf and
Jason Knight and
Jakub Kone{\v{c}}n{\'y} and
Tim Kraska and
Arun Kumar and
Anastasios Kyrillidis and
Jing Li and
Samuel Madden and
H. Brendan McMahan and
Erik Meijer and
Ioannis Mitliagkas and
Rajat Monga and
Derek Gordon Murray and
Dimitris S. Papailiopoulos and
Gennady Pekhimenko and
Theodoros Rekatsinas and
Afshin Rostamizadeh and
Christopher R{\'{e}} and
Christopher De Sa and
Hanie Sedghi and
Siddhartha Sen and
Virginia Smith and
Alex Smola and
Dawn Song and
Evan R. Sparks and
Ion Stoica and
Vivienne Sze and
Madeleine Udell and
Joaquin Vanschoren and
Shivaram Venkataraman and
Rashmi Vinayak and
Markus Weimer and
Andrew Gordon Wilson and
Eric P. Xing and
Matei Zaharia and
Ce Zhang and
Ameet Talwalkar},
title = {SysML: The New Frontier of Machine Learning Systems},
journal = {CoRR},
volume = {abs/1904.03257},
year = {2019},
url = {http://arxiv.org/abs/1904.03257},
eprinttype = {arXiv},
eprint = {1904.03257},
timestamp = {Fri, 11 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03257.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-02331,
author = {Wei{-}Cheng Chang and
Hsiang{-}Fu Yu and
Kai Zhong and
Yiming Yang and
Inderjit S. Dhillon},
title = {A Modular Deep Learning Approach for Extreme Multi-label Text Classification},
journal = {CoRR},
volume = {abs/1905.02331},
year = {2019},
url = {http://arxiv.org/abs/1905.02331},
eprinttype = {arXiv},
eprint = {1905.02331},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-02331.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-03381,
author = {Jiong Zhang and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon},
title = {AutoAssist: {A} Framework to Accelerate Training of Deep Neural Networks},
journal = {CoRR},
volume = {abs/1905.03381},
year = {2019},
url = {http://arxiv.org/abs/1905.03381},
eprinttype = {arXiv},
eprint = {1905.03381},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-03381.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-03806,
author = {Rajat Sen and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon},
title = {Think Globally, Act Locally: {A} Deep Neural Network Approach to High-Dimensional
Time Series Forecasting},
journal = {CoRR},
volume = {abs/1905.03806},
year = {2019},
url = {http://arxiv.org/abs/1905.03806},
eprinttype = {arXiv},
eprint = {1905.03806},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-03806.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02436,
author = {Qi Lei and
Jiacheng Zhuo and
Constantine Caramanis and
Inderjit S. Dhillon and
Alexandros G. Dimakis},
title = {Primal-Dual Block Frank-Wolfe},
journal = {CoRR},
volume = {abs/1906.02436},
year = {2019},
url = {http://arxiv.org/abs/1906.02436},
eprinttype = {arXiv},
eprint = {1906.02436},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02436.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-07437,
author = {Qi Lei and
Ajil Jalal and
Inderjit S. Dhillon and
Alexandros G. Dimakis},
title = {Inverting Deep Generative models, One layer at a time},
journal = {CoRR},
volume = {abs/1906.07437},
year = {2019},
url = {http://arxiv.org/abs/1906.07437},
eprinttype = {arXiv},
eprint = {1906.07437},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-07437.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-10408,
author = {Vikas K. Garg and
Inderjit S. Dhillon and
Hsiang{-}Fu Yu},
title = {Multiresolution Transformer Networks: Recurrence is Not Essential
for Modeling Hierarchical Structure},
journal = {CoRR},
volume = {abs/1908.10408},
year = {2019},
url = {http://arxiv.org/abs/1908.10408},
eprinttype = {arXiv},
eprint = {1908.10408},
timestamp = {Thu, 29 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-10408.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChiangDH18,
author = {Kai{-}Yang Chiang and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
title = {Using Side Information to Reliably Learn Low-Rank Matrices from Missing
and Corrupted Observations},
journal = {J. Mach. Learn. Res.},
volume = {19},
pages = {76:1--76:35},
year = {2018},
url = {http://jmlr.org/papers/v19/17-112.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChiangDH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WengZCSHDBD18,
author = {Tsui{-}Wei Weng and
Huan Zhang and
Hongge Chen and
Zhao Song and
Cho{-}Jui Hsieh and
Luca Daniel and
Duane S. Boning and
Inderjit S. Dhillon},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Towards Fast Computation of Certified Robustness for ReLU Networks},
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 = {5273--5282},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/weng18a.html},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WengZCSHDBD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangLD18,
author = {Jiong Zhang and
Qi Lei and
Inderjit S. Dhillon},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Stabilizing Gradients for Deep Neural Networks via Efficient {SVD}
Parameterization},
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 = {5801--5809},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/zhang18g.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangLD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangLSD18,
author = {Jiong Zhang and
Yibo Lin and
Zhao Song and
Inderjit S. Dhillon},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Learning Long Term Dependencies via Fourier Recurrent Units},
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 = {5810--5818},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/zhang18h.html},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhangLSD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/WangZMDK18,
author = {Po{-}Wei Wang and
Huan Zhang and
Vijai Mohan and
Inderjit S. Dhillon and
J. Zico Kolter},
editor = {Jon Degenhardt and
Giuseppe Di Fabbrizio and
Surya Kallumadi and
Mohit Kumar and
Andrew Trotman and
Yiu{-}Chang Lin and
Huasha Zhao},
title = {Realtime Query Completion via Deep Language Models},
booktitle = {The {SIGIR} 2018 Workshop On eCommerce co-located with the 41st International
{ACM} {SIGIR} Conference on Research and Development in Information
Retrieval {(SIGIR} 2018), Ann Arbor, Michigan, USA, July 12, 2018},
series = {{CEUR} Workshop Proceedings},
volume = {2319},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://ceur-ws.org/Vol-2319/paper24.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:17 +0100},
biburl = {https://dblp.org/rec/conf/sigir/WangZMDK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-06585,
author = {Jiong Zhang and
Yibo Lin and
Zhao Song and
Inderjit S. Dhillon},
title = {Learning Long Term Dependencies via Fourier Recurrent Units},
journal = {CoRR},
volume = {abs/1803.06585},
year = {2018},
url = {http://arxiv.org/abs/1803.06585},
eprinttype = {arXiv},
eprint = {1803.06585},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-06585.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-09327,
author = {Jiong Zhang and
Qi Lei and
Inderjit S. Dhillon},
title = {Stabilizing Gradients for Deep Neural Networks via Efficient {SVD}
Parameterization},
journal = {CoRR},
volume = {abs/1803.09327},
year = {2018},
url = {http://arxiv.org/abs/1803.09327},
eprinttype = {arXiv},
eprint = {1803.09327},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-09327.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-09699,
author = {Tsui{-}Wei Weng and
Huan Zhang and
Hongge Chen and
Zhao Song and
Cho{-}Jui Hsieh and
Duane S. Boning and
Inderjit S. Dhillon and
Luca Daniel},
title = {Towards Fast Computation of Certified Robustness for ReLU Networks},
journal = {CoRR},
volume = {abs/1804.09699},
year = {2018},
url = {http://arxiv.org/abs/1804.09699},
eprinttype = {arXiv},
eprint = {1804.09699},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-09699.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-10477,
author = {Kai Zhong and
Zhao Song and
Prateek Jain and
Inderjit S. Dhillon},
title = {Nonlinear Inductive Matrix Completion based on One-layer Neural Networks},
journal = {CoRR},
volume = {abs/1805.10477},
year = {2018},
url = {http://arxiv.org/abs/1805.10477},
eprinttype = {arXiv},
eprint = {1805.10477},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-10477.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-00641,
author = {Anish Acharya and
Rahul Goel and
Angeliki Metallinou and
Inderjit S. Dhillon},
title = {Online Embedding Compression for Text Classification using Low Rank
Matrix Factorization},
journal = {CoRR},
volume = {abs/1811.00641},
year = {2018},
url = {http://arxiv.org/abs/1811.00641},
eprinttype = {arXiv},
eprint = {1811.00641},
timestamp = {Thu, 22 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-00641.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-00151,
author = {Qi Lei and
Lingfei Wu and
Pin{-}Yu Chen and
Alexandros G. Dimakis and
Inderjit S. Dhillon and
Michael Witbrock},
title = {Discrete Attacks and Submodular Optimization with Applications to
Text Classification},
journal = {CoRR},
volume = {abs/1812.00151},
year = {2018},
url = {http://arxiv.org/abs/1812.00151},
eprinttype = {arXiv},
eprint = {1812.00151},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-00151.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SiHD17,
author = {Si Si and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
title = {Memory Efficient Kernel Approximation},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {20:1--20:32},
year = {2017},
url = {http://jmlr.org/papers/v18/15-025.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SiHD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NatarajanDRT17,
author = {Nagarajan Natarajan and
Inderjit S. Dhillon and
Pradeep Ravikumar and
Ambuj Tewari},
title = {Cost-Sensitive Learning with Noisy Labels},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {155:1--155:33},
year = {2017},
url = {http://jmlr.org/papers/v18/15-226.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NatarajanDRT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/JainTD17,
author = {Prateek Jain and
Ambuj Tewari and
Inderjit S. Dhillon},
title = {Partial Hard Thresholding},
journal = {{IEEE} Trans. Inf. Theory},
volume = {63},
number = {5},
pages = {3029--3038},
year = {2017},
url = {https://doi.org/10.1109/TIT.2017.2686880},
doi = {10.1109/TIT.2017.2686880},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/JainTD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YuHDL17,
author = {Hsiang{-}Fu Yu and
Hsin{-}Yuan Huang and
Inderjit S. Dhillon and
Chih{-}Jen Lin},
editor = {Satinder Singh and
Shaul Markovitch},
title = {A Unified Algorithm for One-Cass Structured Matrix Factorization with
Side Information},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {2845--2851},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10863},
doi = {10.1609/AAAI.V31I1.10863},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YuHDL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChiangHD17,
author = {Kai{-}Yang Chiang and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Rank Aggregation and Prediction with Item Features},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {748--756},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/chiang17a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChiangHD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhongGKYSD17,
author = {Kai Zhong and
Ruiqi Guo and
Sanjiv Kumar and
Bowei Yan and
David Simcha and
Inderjit S. Dhillon},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Fast Classification with Binary Prototypes},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1255--1263},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/zhong17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhongGKYSD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhangYRD17,
author = {Jiong Zhang and
Ian En{-}Hsu Yen and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Scalable Convex Multiple Sequence Alignment via Entropy-Regularized
Dual Decomposition},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1514--1522},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/zhang17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhangYRD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HuangYZHRD17,
author = {Xiangru Huang and
Ian En{-}Hsu Yen and
Ruohan Zhang and
Qixing Huang and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Greedy Direction Method of Multiplier for {MAP} Inference of Large
Output Domain},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1550--1559},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/huang17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HuangYZHRD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WhangD17,
author = {Joyce Jiyoung Whang and
Inderjit S. Dhillon},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {Non-Exhaustive, Overlapping Co-Clustering},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {2367--2370},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3133078},
doi = {10.1145/3132847.3133078},
timestamp = {Tue, 29 Aug 2023 16:24:43 +0200},
biburl = {https://dblp.org/rec/conf/cikm/WhangD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeiYWDR17,
author = {Qi Lei and
Ian En{-}Hsu Yen and
Chao{-}Yuan Wu and
Inderjit S. Dhillon and
Pradeep Ravikumar},
editor = {Doina Precup and
Yee Whye Teh},
title = {Doubly Greedy Primal-Dual Coordinate Descent for Sparse Empirical
Risk Minimization},
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 = {2034--2042},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/lei17b.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeiYWDR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SiZKMDH17,
author = {Si Si and
Huan Zhang and
S. Sathiya Keerthi and
Dhruv Mahajan and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
editor = {Doina Precup and
Yee Whye Teh},
title = {Gradient Boosted Decision Trees for High Dimensional Sparse Output},
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 = {3182--3190},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/si17a.html},
timestamp = {Mon, 28 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SiZKMDH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhongS0BD17,
author = {Kai Zhong and
Zhao Song and
Prateek Jain and
Peter L. Bartlett and
Inderjit S. Dhillon},
editor = {Doina Precup and
Yee Whye Teh},
title = {Recovery Guarantees for One-hidden-layer Neural 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 = {4140--4149},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zhong17a.html},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhongS0BD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HsiehSD17,
author = {Cho{-}Jui Hsieh and
Si Si and
Inderjit S. Dhillon},
title = {Communication-Efficient Distributed Block Minimization for Nonlinear
Kernel Machines},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {245--254},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098080},
doi = {10.1145/3097983.3098080},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HsiehSD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YenHDRDX17,
author = {Ian En{-}Hsu Yen and
Xiangru Huang and
Wei Dai and
Pradeep Ravikumar and
Inderjit S. Dhillon and
Eric P. Xing},
title = {PPDsparse: {A} Parallel Primal-Dual Sparse Method for Extreme Classification},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {545--553},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098083},
doi = {10.1145/3097983.3098083},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/YenHDRDX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YuHLD17,
author = {Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Qi Lei and
Inderjit S. Dhillon},
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 = {A Greedy Approach for Budgeted Maximum Inner Product Search},
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 = {5453--5462},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/39d352b0395ba768e18f042c6e2a8621-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/YuHLD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LeiYVWD17,
author = {Qi Lei and
Jinfeng Yi and
Roman Vacul{\'{\i}}n and
Lingfei Wu and
Inderjit S. Dhillon},
title = {Similarity Preserving Representation Learning for Time Series Analysis},
journal = {CoRR},
volume = {abs/1702.03584},
year = {2017},
url = {http://arxiv.org/abs/1702.03584},
eprinttype = {arXiv},
eprint = {1702.03584},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LeiYVWD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhongS0BD17,
author = {Kai Zhong and
Zhao Song and
Prateek Jain and
Peter L. Bartlett and
Inderjit S. Dhillon},
title = {Recovery Guarantees for One-hidden-layer Neural Networks},
journal = {CoRR},
volume = {abs/1706.03175},
year = {2017},
url = {http://arxiv.org/abs/1706.03175},
eprinttype = {arXiv},
eprint = {1706.03175},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhongS0BD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-03440,
author = {Kai Zhong and
Zhao Song and
Inderjit S. Dhillon},
title = {Learning Non-overlapping Convolutional Neural Networks with Multiple
Kernels},
journal = {CoRR},
volume = {abs/1711.03440},
year = {2017},
url = {http://arxiv.org/abs/1711.03440},
eprinttype = {arXiv},
eprint = {1711.03440},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-03440.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/YuHYVD16,
author = {Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Hyokun Yun and
S. V. N. Vishwanathan and
Inderjit S. Dhillon},
title = {Nomadic Computing for Big Data Analytics},
journal = {Computer},
volume = {49},
number = {4},
pages = {52--60},
year = {2016},
url = {https://doi.org/10.1109/MC.2016.116},
doi = {10.1109/MC.2016.116},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/YuHYVD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/SavasD16,
author = {Berkant Savas and
Inderjit S. Dhillon},
title = {Clustered Matrix Approximation},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {37},
number = {4},
pages = {1531--1555},
year = {2016},
url = {https://doi.org/10.1137/15M1042206},
doi = {10.1137/15M1042206},
timestamp = {Tue, 26 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/SavasD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WhangGD16,
author = {Joyce Jiyoung Whang and
David F. Gleich and
Inderjit S. Dhillon},
title = {Overlapping Community Detection Using Neighborhood-Inflated Seed Expansion},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {5},
pages = {1272--1284},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2016.2518687},
doi = {10.1109/TKDE.2016.2518687},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WhangGD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/VandaeleGLZD16,
author = {Arnaud Vandaele and
Nicolas Gillis and
Qi Lei and
Kai Zhong and
Inderjit S. Dhillon},
title = {Efficient and Non-Convex Coordinate Descent for Symmetric Nonnegative
Matrix Factorization},
journal = {{IEEE} Trans. Signal Process.},
volume = {64},
number = {21},
pages = {5571--5584},
year = {2016},
url = {https://doi.org/10.1109/TSP.2016.2591510},
doi = {10.1109/TSP.2016.2591510},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/VandaeleGLZD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NatarajanKRD16,
author = {Nagarajan Natarajan and
Oluwasanmi Koyejo and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Optimal Classification with Multivariate Losses},
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 = {1530--1538},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/natarajan16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/NatarajanKRD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YenLZRD16,
author = {Ian En{-}Hsu Yen and
Xin Lin and
Jiong Zhang and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {A Convex Atomic-Norm Approach to Multiple Sequence Alignment and Motif
Discovery},
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 = {2272--2280},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/yena16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YenLZRD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChiangHD16,
author = {Kai{-}Yang Chiang and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Robust Principal Component Analysis with Side Information},
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 = {2291--2299},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/chiang16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChiangHD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/InouyeRD16,
author = {David I. Inouye and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Square Root Graphical Models: Multivariate Generalizations of Univariate
Exponential Families that Permit Positive Dependencies},
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 = {2445--2453},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/inouye16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/InouyeRD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SiHD16,
author = {Si Si and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Computationally Efficient Nystr{\"{o}}m Approximation using Fast
Transforms},
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 = {2655--2663},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/si16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SiHD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YenHRZD16,
author = {Ian En{-}Hsu Yen and
Xiangru Huang and
Pradeep Ravikumar and
Kai Zhong and
Inderjit S. Dhillon},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {PD-Sparse : {A} Primal and Dual Sparse Approach to Extreme Multiclass
and Multilabel Classification},
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 = {3069--3077},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/yenb16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YenHRZD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SiCHRD16,
author = {Si Si and
Kai{-}Yang Chiang and
Cho{-}Jui Hsieh and
Nikhil Rao and
Inderjit S. Dhillon},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Goal-Directed Inductive Matrix Completion},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {1165--1174},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939809},
doi = {10.1145/2939672.2939809},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SiCHRD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YuRD16,
author = {Hsiang{-}Fu Yu and
Nikhil Rao and
Inderjit S. Dhillon},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Temporal Regularized Matrix Factorization for High-dimensional Time
Series Prediction},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {847--855},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/85422afb467e9456013a2a51d4dff702-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/YuRD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0002RD16,
author = {Prateek Jain and
Nikhil Rao and
Inderjit S. Dhillon},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Structured Sparse Regression via Greedy Hard Thresholding},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {1516--1524},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/8e82ab7243b7c66d768f1b8ce1c967eb-Abstract.html},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/0002RD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeiZD16,
author = {Qi Lei and
Kai Zhong and
Inderjit S. Dhillon},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Coordinate-wise Power Method},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {2056--2064},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/8b4066554730ddfaa0266346bdc1b202-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LeiZD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Zhong0D16,
author = {Kai Zhong and
Prateek Jain and
Inderjit S. Dhillon},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Mixed Linear Regression with Multiple Components},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {2190--2198},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/8248a99e81e752cb9b41da3fc43fbe7f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Zhong0D16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YouLLYDDH16,
author = {Yang You and
Xiangru Lian and
Ji Liu and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon and
James Demmel and
Cho{-}Jui Hsieh},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Asynchronous Parallel Greedy Coordinate Descent},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {4682--4690},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/43e4e6a6f341e00671e123714de019a8-Abstract.html},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YouLLYDDH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YenHZZRD16,
author = {Ian En{-}Hsu Yen and
Xiangru Huang and
Kai Zhong and
Ruohan Zhang and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Dual Decomposed Learning with Factorwise Oracle for Structural {SVM}
of Large Output Domain},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {5024--5032},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/7e83722522e8aeb7512b7075311316b7-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YenHZZRD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HouWGD16,
author = {Yangyang Hou and
Joyce Jiyoung Whang and
David F. Gleich and
Inderjit S. Dhillon},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Fast Multiplier Methods to Optimize Non-exhaustive, Overlapping Clustering},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {297--305},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.34},
doi = {10.1137/1.9781611974348.34},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HouWGD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HouWGD16,
author = {Yangyang Hou and
Joyce Jiyoung Whang and
David F. Gleich and
Inderjit S. Dhillon},
title = {Fast Multiplier Methods to Optimize Non-exhaustive, Overlapping Clustering},
journal = {CoRR},
volume = {abs/1602.01910},
year = {2016},
url = {http://arxiv.org/abs/1602.01910},
eprinttype = {arXiv},
eprint = {1602.01910},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HouWGD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JainRD16,
author = {Prateek Jain and
Nikhil Rao and
Inderjit S. Dhillon},
title = {Structured Sparse Regression via Greedy Hard-Thresholding},
journal = {CoRR},
volume = {abs/1602.06042},
year = {2016},
url = {http://arxiv.org/abs/1602.06042},
eprinttype = {arXiv},
eprint = {1602.06042},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JainRD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TandonSRD16,
author = {Rashish Tandon and
Si Si and
Pradeep Ravikumar and
Inderjit S. Dhillon},
title = {Kernel Ridge Regression via Partitioning},
journal = {CoRR},
volume = {abs/1608.01976},
year = {2016},
url = {http://arxiv.org/abs/1608.01976},
eprinttype = {arXiv},
eprint = {1608.01976},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TandonSRD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HsiehSD16,
author = {Cho{-}Jui Hsieh and
Si Si and
Inderjit S. Dhillon},
title = {Communication-Efficient Parallel Block Minimization for Kernel Machines},
journal = {CoRR},
volume = {abs/1608.02010},
year = {2016},
url = {http://arxiv.org/abs/1608.02010},
eprinttype = {arXiv},
eprint = {1608.02010},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HsiehSD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuHLD16,
author = {Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Qi Lei and
Inderjit S. Dhillon},
title = {A Greedy Approach for Budgeted Maximum Inner Product Search},
journal = {CoRR},
volume = {abs/1610.03317},
year = {2016},
url = {http://arxiv.org/abs/1610.03317},
eprinttype = {arXiv},
eprint = {1610.03317},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YuHLD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/Zhong0D15,
author = {Kai Zhong and
Prateek Jain and
Inderjit S. Dhillon},
editor = {Kamalika Chaudhuri and
Claudio Gentile and
Sandra Zilles},
title = {Efficient Matrix Sensing Using Rank-1 Gaussian Measurements},
booktitle = {Algorithmic Learning Theory - 26th International Conference, {ALT}
2015, Banff, AB, Canada, October 4-6, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9355},
pages = {3--18},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24486-0\_1},
doi = {10.1007/978-3-319-24486-0\_1},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/alt/Zhong0D15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/camsap/NatarajanRD15,
author = {Nagarajan Natarajan and
Nikhil Rao and
Inderjit S. Dhillon},
title = {{PU} matrix completion with graph information},
booktitle = {6th {IEEE} International Workshop on Computational Advances in Multi-Sensor
Adaptive Processing, {CAMSAP} 2015, Cancun, Mexico, December 13-16,
2015},
pages = {37--40},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CAMSAP.2015.7383730},
doi = {10.1109/CAMSAP.2015.7383730},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/camsap/NatarajanRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ShinCLD15,
author = {Donghyuk Shin and
Suleyman Cetintas and
Kuang{-}Chih Lee and
Inderjit S. Dhillon},
editor = {James Bailey and
Alistair Moffat and
Charu C. Aggarwal and
Maarten de Rijke and
Ravi Kumar and
Vanessa Murdock and
Timos K. Sellis and
Jeffrey Xu Yu},
title = {Tumblr Blog Recommendation with Boosted Inductive Matrix Completion},
booktitle = {Proceedings of the 24th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
October 19 - 23, 2015},
pages = {203--212},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2806416.2806578},
doi = {10.1145/2806416.2806578},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ShinCLD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/WhangLDP15,
author = {Joyce Jiyoung Whang and
Andrew Lenharth and
Inderjit S. Dhillon and
Keshav Pingali},
editor = {Jesper Larsson Tr{\"{a}}ff and
Sascha Hunold and
Francesco Versaci},
title = {Scalable Data-Driven PageRank: Algorithms, System Issues, and Lessons
Learned},
booktitle = {Euro-Par 2015: Parallel Processing - 21st International Conference
on Parallel and Distributed Computing, Vienna, Austria, August 24-28,
2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9233},
pages = {438--450},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-662-48096-0\_34},
doi = {10.1007/978-3-662-48096-0\_34},
timestamp = {Sun, 12 Nov 2023 02:07:45 +0100},
biburl = {https://dblp.org/rec/conf/europar/WhangLDP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/JhaRSD15,
author = {Abhay Jha and
Shubhankar Ray and
Brian Seaman and
Inderjit S. Dhillon},
editor = {Johannes Gehrke and
Wolfgang Lehner and
Kyuseok Shim and
Sang Kyun Cha and
Guy M. Lohman},
title = {Clustering to forecast sparse time-series data},
booktitle = {31st {IEEE} International Conference on Data Engineering, {ICDE} 2015,
Seoul, South Korea, April 13-17, 2015},
pages = {1388--1399},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDE.2015.7113385},
doi = {10.1109/ICDE.2015.7113385},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/JhaRSD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ParkNZSD15,
author = {Dohyung Park and
Joe Neeman and
Jin Zhang and
Sujay Sanghavi and
Inderjit S. Dhillon},
editor = {Francis R. Bach and
David M. Blei},
title = {Preference Completion: Large-scale Collaborative Ranking from Pairwise
Comparisons},
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 = {1907--1916},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/park15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/ParkNZSD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HsiehYD15,
author = {Cho{-}Jui Hsieh and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon},
editor = {Francis R. Bach and
David M. Blei},
title = {PASSCoDe: Parallel ASynchronous Stochastic dual Co-ordinate Descent},
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 = {2370--2379},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/hsieha15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HsiehYD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YenLZRD15,
author = {Ian En{-}Hsu Yen and
Xin Lin and
Kai Zhong and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Francis R. Bach and
David M. Blei},
title = {A Convex Exemplar-based Approach to MAD-Bayes Dirichlet Process Mixture
Models},
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 = {2418--2426},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/yen15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YenLZRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HsiehND15,
author = {Cho{-}Jui Hsieh and
Nagarajan Natarajan and
Inderjit S. Dhillon},
editor = {Francis R. Bach and
David M. Blei},
title = {{PU} Learning for Matrix Completion},
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 = {2445--2453},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/hsiehb15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HsiehND15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HouWGD15,
author = {Yangyang Hou and
Joyce Jiyoung Whang and
David F. Gleich and
Inderjit S. Dhillon},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Non-exhaustive, Overlapping Clustering via Low-Rank Semidefinite Programming},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {427--436},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783398},
doi = {10.1145/2783258.2783398},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HouWGD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RaoYRD15,
author = {Nikhil Rao and
Hsiang{-}Fu Yu and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Collaborative Filtering with Graph Information: Consistency and Scalable
Methods},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2107--2115},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/f4573fc71c731d5c362f0d7860945b88-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RaoYRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YenZHRD15,
author = {Ian En{-}Hsu Yen and
Kai Zhong and
Cho{-}Jui Hsieh and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Sparse Linear Programming via Primal and Dual Augmented Coordinate
Descent},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2368--2376},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/0966289037ad9846c5e994be2a91bafa-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YenZHRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/InouyeRD15,
author = {David I. Inouye and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Fixed-Length Poisson {MRF:} Adding Dependencies to the Multinomial},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {3213--3221},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/f39ae9ff3a81f499230c4126e01f421b-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/InouyeRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KoyejoNRD15,
author = {Oluwasanmi Koyejo and
Nagarajan Natarajan and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Consistent Multilabel Classification},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {3321--3329},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/85f007f8c50dd25f5a45fca73cad64bd-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KoyejoNRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChiangHD15,
author = {Kai{-}Yang Chiang and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Matrix Completion with Noisy Side Information},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {3447--3455},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/0609154fa35b3194026346c9cac2a248-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChiangHD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WhangDG15,
author = {Joyce Jiyoung Whang and
Inderjit S. Dhillon and
David F. Gleich},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Non-exhaustive, Overlapping \emph{k}-means},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {936--944},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.105},
doi = {10.1137/1.9781611974010.105},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/WhangDG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YuHYVD15,
author = {Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Hyokun Yun and
S. V. N. Vishwanathan and
Inderjit S. Dhillon},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {A Scalable Asynchronous Distributed Algorithm for Topic Modeling},
booktitle = {Proceedings of the 24th International Conference on World Wide Web,
{WWW} 2015, Florence, Italy, May 18-22, 2015},
pages = {1340--1350},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2736277.2741682},
doi = {10.1145/2736277.2741682},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/www/YuHYVD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WhangGD15,
author = {Joyce Jiyoung Whang and
David F. Gleich and
Inderjit S. Dhillon},
title = {Overlapping Community Detection Using Neighborhood-Inflated Seed Expansion},
journal = {CoRR},
volume = {abs/1503.07439},
year = {2015},
url = {http://arxiv.org/abs/1503.07439},
eprinttype = {arXiv},
eprint = {1503.07439},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WhangGD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HsiehYD15,
author = {Cho{-}Jui Hsieh and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon},
title = {PASSCoDe: Parallel ASynchronous Stochastic dual Co-ordinate Descent},
journal = {CoRR},
volume = {abs/1504.01365},
year = {2015},
url = {http://arxiv.org/abs/1504.01365},
eprinttype = {arXiv},
eprint = {1504.01365},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HsiehYD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NatarajanKRD15,
author = {Nagarajan Natarajan and
Oluwasanmi Koyejo and
Pradeep Ravikumar and
Inderjit S. Dhillon},
title = {Optimal Decision-Theoretic Classification Using Non-Decomposable Performance
Metrics},
journal = {CoRR},
volume = {abs/1505.01802},
year = {2015},
url = {http://arxiv.org/abs/1505.01802},
eprinttype = {arXiv},
eprint = {1505.01802},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NatarajanKRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ParkNZSD15,
author = {Dohyung Park and
Joe Neeman and
Jin Zhang and
Sujay Sanghavi and
Inderjit S. Dhillon},
title = {Preference Completion: Large-scale Collaborative Ranking from Pairwise
Comparisons},
journal = {CoRR},
volume = {abs/1507.04457},
year = {2015},
url = {http://arxiv.org/abs/1507.04457},
eprinttype = {arXiv},
eprint = {1507.04457},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ParkNZSD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VandaeleGLZD15,
author = {Arnaud Vandaele and
Nicolas Gillis and
Qi Lei and
Kai Zhong and
Inderjit S. Dhillon},
title = {Coordinate Descent Methods for Symmetric Nonnegative Matrix Factorization},
journal = {CoRR},
volume = {abs/1509.01404},
year = {2015},
url = {http://arxiv.org/abs/1509.01404},
eprinttype = {arXiv},
eprint = {1509.01404},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VandaeleGLZD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuRD15,
author = {Hsiang{-}Fu Yu and
Nikhil Rao and
Inderjit S. Dhillon},
title = {Temporal Regularized Matrix Factorization},
journal = {CoRR},
volume = {abs/1509.08333},
year = {2015},
url = {http://arxiv.org/abs/1509.08333},
eprinttype = {arXiv},
eprint = {1509.08333},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YuRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/NatarajanD14,
author = {Nagarajan Natarajan and
Inderjit S. Dhillon},
title = {Inductive matrix completion for predicting gene-disease associations},
journal = {Bioinform.},
volume = {30},
number = {12},
pages = {60--68},
year = {2014},
url = {https://doi.org/10.1093/bioinformatics/btu269},
doi = {10.1093/BIOINFORMATICS/BTU269},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/NatarajanD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChiangHNDT14,
author = {Kai{-}Yang Chiang and
Cho{-}Jui Hsieh and
Nagarajan Natarajan and
Inderjit S. Dhillon and
Ambuj Tewari},
title = {Prediction and clustering in signed networks: a local to global perspective},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {1177--1213},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2638573},
doi = {10.5555/2627435.2638573},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChiangHNDT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HsiehSDR14,
author = {Cho{-}Jui Hsieh and
M{\'{a}}ty{\'{a}}s A. Sustik and
Inderjit S. Dhillon and
Pradeep Ravikumar},
title = {{QUIC:} quadratic approximation for sparse inverse covariance estimation},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {2911--2947},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2697058},
doi = {10.5555/2627435.2697058},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HsiehSDR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/YuHSD14,
author = {Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Si Si and
Inderjit S. Dhillon},
title = {Parallel matrix factorization for recommender systems},
journal = {Knowl. Inf. Syst.},
volume = {41},
number = {3},
pages = {793--819},
year = {2014},
url = {https://doi.org/10.1007/s10115-013-0682-2},
doi = {10.1007/S10115-013-0682-2},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/YuHSD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/YunYHVD14,
author = {Hyokun Yun and
Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
S. V. N. Vishwanathan and
Inderjit S. Dhillon},
title = {{NOMAD:} Nonlocking, stOchastic Multi-machine algorithm for Asynchronous
and Decentralized matrix completion},
journal = {Proc. {VLDB} Endow.},
volume = {7},
number = {11},
pages = {975--986},
year = {2014},
url = {http://www.vldb.org/pvldb/vol7/p975-yun.pdf},
doi = {10.14778/2732967.2732973},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/YunYHVD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HsiehSD14,
author = {Cho{-}Jui Hsieh and
Si Si and
Inderjit S. Dhillon},
title = {A Divide-and-Conquer Solver for Kernel Support Vector Machines},
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 = {566--574},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/hsieha14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/HsiehSD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Yu0KD14,
author = {Hsiang{-}Fu Yu and
Prateek Jain and
Purushottam Kar and
Inderjit S. Dhillon},
title = {Large-scale Multi-label Learning with Missing Labels},
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 = {593--601},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/yu14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Yu0KD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/InouyeRD14,
author = {David I. Inouye and
Pradeep Ravikumar and
Inderjit S. Dhillon},
title = {Admixture of Poisson MRFs: {A} Topic Model with Word Dependencies},
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 = {683--691},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/inouye14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/InouyeRD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SiHD14,
author = {Si Si and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
title = {Memory Efficient Kernel 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 = {701--709},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/si14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SiHD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YenHRD14,
author = {Ian En{-}Hsu Yen and
Cho{-}Jui Hsieh and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Constant Nullspace Strong Convexity and Fast Convergence of Proximal
Methods under High-Dimensional Settings},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1008--1016},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/f76a89f0cb91bc419542ce9fa43902dc-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/YenHRD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HsiehDRBO14,
author = {Cho{-}Jui Hsieh and
Inderjit S. Dhillon and
Pradeep Ravikumar and
Stephen Becker and
Peder A. Olsen},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {{QUIC} {\&} {DIRTY:} {A} Quadratic Approximation Approach for
Dirty Statistical Models},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2006--2014},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/03f544613917945245041ea1581df0c2-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HsiehDRBO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhongYDR14,
author = {Kai Zhong and
Ian En{-}Hsu Yen and
Inderjit S. Dhillon and
Pradeep Ravikumar},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Proximal Quasi-Newton for Computationally Intensive L1-regularized
M-estimators},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2375--2383},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/a9eb812238f753132652ae09963a05e9-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhongYDR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YenLLRD14,
author = {Ian En{-}Hsu Yen and
Ting{-}Wei Lin and
Shou{-}De Lin and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Sparse Random Feature Algorithm as Coordinate Descent in Hilbert Space},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2456--2464},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/459a4ddcb586f24efd9395aa7662bc7c-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YenLLRD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KoyejoNRD14,
author = {Oluwasanmi Koyejo and
Nagarajan Natarajan and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Consistent Binary Classification with Generalized Performance Metrics},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2744--2752},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/30c8e1ca872524fbf7ea5c519ca397ee-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KoyejoNRD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SiSDP14,
author = {Si Si and
Donghyuk Shin and
Inderjit S. Dhillon and
Beresford N. Parlett},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Multi-Scale Spectral Decomposition of Massive Graphs},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2798--2806},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/3bbfdde8842a5c44a0323518eec97cbe-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SiSDP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/InouyeRD14,
author = {David I. Inouye and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Capturing Semantically Meaningful Word Dependencies with an Admixture
of Poisson MRFs},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {3158--3166},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/c7af0926b294e47e52e46cfebe173f20-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/InouyeRD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HsiehSD14,
author = {Cho{-}Jui Hsieh and
Si Si and
Inderjit S. Dhillon},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Fast Prediction for Large-Scale Kernel Machines},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {3689--3697},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/de03beffeed9da5f3639a621bcab5dd4-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HsiehSD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HsiehND14,
author = {Cho{-}Jui Hsieh and
Nagarajan Natarajan and
Inderjit S. Dhillon},
title = {{PU} Learning for Matrix Completion},
journal = {CoRR},
volume = {abs/1411.6081},
year = {2014},
url = {http://arxiv.org/abs/1411.6081},
eprinttype = {arXiv},
eprint = {1411.6081},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HsiehND14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuHYVD14,
author = {Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Hyokun Yun and
S. V. N. Vishwanathan and
Inderjit S. Dhillon},
title = {A Scalable Asynchronous Distributed Algorithm for Topic Modeling},
journal = {CoRR},
volume = {abs/1412.4986},
year = {2014},
url = {http://arxiv.org/abs/1412.4986},
eprinttype = {arXiv},
eprint = {1412.4986},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YuHYVD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/KimSD13,
author = {Dongmin Kim and
Suvrit Sra and
Inderjit S. Dhillon},
title = {A non-monotonic method for large-scale non-negative least squares},
journal = {Optim. Methods Softw.},
volume = {28},
number = {5},
pages = {1012--1039},
year = {2013},
url = {https://doi.org/10.1080/10556788.2012.656368},
doi = {10.1080/10556788.2012.656368},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/oms/KimSD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WhangGD13,
author = {Joyce Jiyoung Whang and
David F. Gleich and
Inderjit S. Dhillon},
editor = {Qi He and
Arun Iyengar and
Wolfgang Nejdl and
Jian Pei and
Rajeev Rastogi},
title = {Overlapping community detection using seed set expansion},
booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
pages = {2099--2108},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2505515.2505535},
doi = {10.1145/2505515.2505535},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/WhangGD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/Dhillon13,
author = {Inderjit S. Dhillon},
editor = {Bipin V. Mehta and
Nikos Mamoulis and
Arnab Bhattacharya and
Maya Ramanath},
title = {Scalable Network Analysis},
booktitle = {19th International Conference on Management of Data, {COMAD} 2013,
Ahmedabad, India, December 19-21, 2013},
pages = {4},
publisher = {Computer Society of India},
year = {2013},
url = {http://comad.in/comad2013/pdfs/keynote2.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/comad/Dhillon13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WhangRD13,
author = {Joyce Jiyoung Whang and
Piyush Rai and
Inderjit S. Dhillon},
editor = {Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Stochastic Blockmodel with Cluster Overlap, Relevance Selection, and
Similarity-Based Smoothing},
booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013},
pages = {817--826},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDM.2013.156},
doi = {10.1109/ICDM.2013.156},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WhangRD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangBHRD13,
author = {Huahua Wang and
Arindam Banerjee and
Cho{-}Jui Hsieh and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Large Scale Distributed Sparse Precision Estimation},
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 = {584--592},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/52720e003547c70561bf5e03b95aa99f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WangBHRD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NatarajanDRT13,
author = {Nagarajan Natarajan and
Inderjit S. Dhillon and
Pradeep Ravikumar and
Ambuj Tewari},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Learning with Noisy Labels},
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 = {1196--1204},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/3871bd64012152bfb53fdf04b401193f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NatarajanDRT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HsiehSDRP13,
author = {Cho{-}Jui Hsieh and
M{\'{a}}ty{\'{a}}s A. Sustik and
Inderjit S. Dhillon and
Pradeep Ravikumar and
Russell A. Poldrack},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {{BIG} {\&} {QUIC:} Sparse Inverse Covariance Estimation for a
Million Variables},
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 = {3165--3173},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/1abb1e1ea5f481b589da52303b091cbb-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HsiehSDRP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/NatarajanSD13,
author = {Nagarajan Natarajan and
Donghyuk Shin and
Inderjit S. Dhillon},
editor = {Qiang Yang and
Irwin King and
Qing Li and
Pearl Pu and
George Karypis},
title = {Which app will you use next?: collaborative filtering with interactional
context},
booktitle = {Seventh {ACM} Conference on Recommender Systems, RecSys '13, Hong
Kong, China, October 12-16, 2013},
pages = {201--208},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2507157.2507186},
doi = {10.1145/2507157.2507186},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/NatarajanSD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2013,
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 = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
publisher = {{ACM}},
year = {2013},
url = {http://dl.acm.org/citation.cfm?id=2487575},
isbn = {978-1-4503-2174-7},
timestamp = {Tue, 10 Sep 2013 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-5145,
author = {Kai{-}Yang Chiang and
Cho{-}Jui Hsieh and
Nagarajan Natarajan and
Ambuj Tewari and
Inderjit S. Dhillon},
title = {Prediction and Clustering in Signed Networks: {A} Local to Global
Perspective},
journal = {CoRR},
volume = {abs/1302.5145},
year = {2013},
url = {http://arxiv.org/abs/1302.5145},
eprinttype = {arXiv},
eprint = {1302.5145},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-5145.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0002D13,
author = {Prateek Jain and
Inderjit S. Dhillon},
title = {Provable Inductive Matrix Completion},
journal = {CoRR},
volume = {abs/1306.0626},
year = {2013},
url = {http://arxiv.org/abs/1306.0626},
eprinttype = {arXiv},
eprint = {1306.0626},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/0002D13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HsiehSDR13,
author = {Cho{-}Jui Hsieh and
M{\'{a}}ty{\'{a}}s A. Sustik and
Inderjit S. Dhillon and
Pradeep Ravikumar},
title = {Sparse Inverse Covariance Matrix Estimation Using Quadratic Approximation},
journal = {CoRR},
volume = {abs/1306.3212},
year = {2013},
url = {http://arxiv.org/abs/1306.3212},
eprinttype = {arXiv},
eprint = {1306.3212},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HsiehSDR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Yu0D13,
author = {Hsiang{-}Fu Yu and
Prateek Jain and
Inderjit S. Dhillon},
title = {Large-scale Multi-label Learning with Missing Labels},
journal = {CoRR},
volume = {abs/1307.5101},
year = {2013},
url = {http://arxiv.org/abs/1307.5101},
eprinttype = {arXiv},
eprint = {1307.5101},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Yu0D13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HsiehSD13,
author = {Cho{-}Jui Hsieh and
Si Si and
Inderjit S. Dhillon},
title = {A Divide-and-Conquer Solver for Kernel Support Vector Machines},
journal = {CoRR},
volume = {abs/1311.0914},
year = {2013},
url = {http://arxiv.org/abs/1311.0914},
eprinttype = {arXiv},
eprint = {1311.0914},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HsiehSD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YunYHVD13,
author = {Hyokun Yun and
Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
S. V. N. Vishwanathan and
Inderjit S. Dhillon},
title = {{NOMAD:} Non-locking, stOchastic Multi-machine algorithm for Asynchronous
and Decentralized matrix completion},
journal = {CoRR},
volume = {abs/1312.0193},
year = {2013},
url = {http://arxiv.org/abs/1312.0193},
eprinttype = {arXiv},
eprint = {1312.0193},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YunYHVD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/JainKDD12,
author = {Prateek Jain and
Brian Kulis and
Jason V. Davis and
Inderjit S. Dhillon},
title = {Metric and Kernel Learning Using a Linear Transformation},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {519--547},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188402},
doi = {10.5555/2503308.2188402},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/JainKDD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/SustikD12,
author = {M{\'{a}}ty{\'{a}}s A. Sustik and
Inderjit S. Dhillon},
title = {On a Zero-Finding Problem Involving the Matrix Exponential},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {33},
number = {4},
pages = {1237--1249},
year = {2012},
url = {https://doi.org/10.1137/11082498X},
doi = {10.1137/11082498X},
timestamp = {Tue, 26 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/SustikD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ShinSD12,
author = {Donghyuk Shin and
Si Si and
Inderjit S. Dhillon},
editor = {Xue{-}wen Chen and
Guy Lebanon and
Haixun Wang and
Mohammed J. Zaki},
title = {Multi-scale link prediction},
booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
pages = {215--224},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2396761.2396792},
doi = {10.1145/2396761.2396792},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ShinSD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ChiangWD12,
author = {Kai{-}Yang Chiang and
Joyce Jiyoung Whang and
Inderjit S. Dhillon},
editor = {Xue{-}wen Chen and
Guy Lebanon and
Haixun Wang and
Mohammed J. Zaki},
title = {Scalable clustering of signed networks using balance normalized cut},
booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
pages = {615--624},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2396761.2396841},
doi = {10.1145/2396761.2396841},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ChiangWD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WhangSD12,
author = {Joyce Jiyoung Whang and
Xin Sui and
Inderjit S. Dhillon},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Scalable and Memory-Efficient Clustering of Large-Scale Social Networks},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {705--714},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.148},
doi = {10.1109/ICDM.2012.148},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WhangSD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YuHSD12,
author = {Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Si Si and
Inderjit S. Dhillon},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Scalable Coordinate Descent Approaches to Parallel Matrix Factorization
for Recommender Systems},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {765--774},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.168},
doi = {10.1109/ICDM.2012.168},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YuHSD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HsiehCD12,
author = {Cho{-}Jui Hsieh and
Kai{-}Yang Chiang and
Inderjit S. Dhillon},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Low rank modeling of signed networks},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {507--515},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339612},
doi = {10.1145/2339530.2339612},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HsiehCD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lcpc/SuiLWSJPD12,
author = {Xin Sui and
Tsung{-}Hsien Lee and
Joyce Jiyoung Whang and
Berkant Savas and
Saral Jain and
Keshav Pingali and
Inderjit S. Dhillon},
editor = {Hironori Kasahara and
Keiji Kimura},
title = {Parallel Clustered Low-Rank Approximation of Graphs and Its Application
to Link Prediction},
booktitle = {Languages and Compilers for Parallel Computing, 25th International
Workshop, {LCPC} 2012, Tokyo, Japan, September 11-13, 2012, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7760},
pages = {76--95},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-37658-0\_6},
doi = {10.1007/978-3-642-37658-0\_6},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/lcpc/SuiLWSJPD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlslp/DhillonHSR12,
author = {Inderjit S. Dhillon and
Cho{-}Jui Hsieh and
M{\'{a}}ty{\'{a}}s A. Sustik and
Pradeep Ravikumar},
title = {Sparse inverse covariance matrix estimation using quadratic approximation},
booktitle = {2012 Symposium on Machine Learning in Speech and Language Processing,
{MLSLP} 2012, Portland, Oregon, USA, September 14, 2012},
publisher = {{ISCA}},
year = {2012},
url = {http://www.isca-speech.org/archive/mlslp\_2012/ml12\_106.html},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlslp/DhillonHSR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HsiehDRB12,
author = {Cho{-}Jui Hsieh and
Inderjit S. Dhillon and
Pradeep Ravikumar and
Arindam Banerjee},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {A Divide-and-Conquer Method for Sparse Inverse Covariance Estimation},
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 = {2339--2347},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/184260348236f9554fe9375772ff966e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HsiehDRB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmetrics/SongSCDLDZQ12,
author = {Han Hee Song and
Berkant Savas and
Tae Won Cho and
Vacha Dave and
Zhengdong Lu and
Inderjit S. Dhillon and
Yin Zhang and
Lili Qiu},
editor = {Peter G. Harrison and
Martin F. Arlitt and
Giuliano Casale},
title = {Clustered embedding of massive social networks},
booktitle = {{ACM} {SIGMETRICS/PERFORMANCE} Joint International Conference on Measurement
and Modeling of Computer Systems, {SIGMETRICS} '12, London, United
Kingdom, June 11-15, 2012},
pages = {331--342},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2254756.2254796},
doi = {10.1145/2254756.2254796},
timestamp = {Fri, 30 Jul 2021 16:13:32 +0200},
biburl = {https://dblp.org/rec/conf/sigmetrics/SongSCDLDZQ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-1891,
author = {Donghyuk Shin and
Si Si and
Inderjit S. Dhillon},
title = {Multi-Scale Link Prediction},
journal = {CoRR},
volume = {abs/1206.1891},
year = {2012},
url = {http://arxiv.org/abs/1206.1891},
eprinttype = {arXiv},
eprint = {1206.1891},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-1891.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/dAspremontBDY11,
author = {Alexandre d'Aspremont and
Francis R. Bach and
Inderjit S. Dhillon and
Bin Yu},
title = {Preface},
journal = {Math. Program.},
volume = {127},
number = {1},
pages = {1--2},
year = {2011},
url = {https://doi.org/10.1007/s10107-010-0424-0},
doi = {10.1007/S10107-010-0424-0},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/dAspremontBDY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/VasukiNLSD11,
author = {Vishvas Vasuki and
Nagarajan Natarajan and
Zhengdong Lu and
Berkant Savas and
Inderjit S. Dhillon},
title = {Scalable Affiliation Recommendation using Auxiliary Networks},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {3},
number = {1},
pages = {3:1--3:20},
year = {2011},
url = {https://doi.org/10.1145/2036264.2036267},
doi = {10.1145/2036264.2036267},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/VasukiNLSD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ChiangNTD11,
author = {Kai{-}Yang Chiang and
Nagarajan Natarajan and
Ambuj Tewari and
Inderjit S. Dhillon},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {Exploiting longer cycles for link prediction in signed networks},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {1157--1162},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063742},
doi = {10.1145/2063576.2063742},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ChiangNTD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HsiehD11,
author = {Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {Fast coordinate descent methods with variable selection for non-negative
matrix factorization},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {1064--1072},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020577},
doi = {10.1145/2020408.2020577},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HsiehD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TewariRD11,
author = {Ambuj Tewari and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Greedy Algorithms for Structurally Constrained High Dimensional Problems},
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 = {882--890},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/ffeabd223de0d4eacb9a3e6e53e5448d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/TewariRD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JainTD11,
author = {Prateek Jain and
Ambuj Tewari and
Inderjit S. Dhillon},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Orthogonal Matching Pursuit with Replacement},
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 = {1215--1223},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/500e75a036dc2d7d2fec5da1b71d36cc-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JainTD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DhillonRT11,
author = {Inderjit S. Dhillon and
Pradeep Ravikumar and
Ambuj Tewari},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Nearest Neighbor based Greedy Coordinate Descent},
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 = {2160--2168},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/160c88652d47d0be60bfbfed25111412-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DhillonRT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HsiehSDR11,
author = {Cho{-}Jui Hsieh and
M{\'{a}}ty{\'{a}}s A. Sustik and
Inderjit S. Dhillon and
Pradeep Ravikumar},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Sparse Inverse Covariance Matrix Estimation Using Quadratic Approximation},
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 = {2330--2338},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/2ba8698b79439589fdd2b0f7218d8b07-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HsiehSDR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SavasD11,
author = {Berkant Savas and
Inderjit S. Dhillon},
title = {Clustered low rank approximation of graphs in information science
applications},
booktitle = {Proceedings of the Eleventh {SIAM} International Conference on Data
Mining, {SDM} 2011, April 28-30, 2011, Mesa, Arizona, {USA}},
pages = {164--175},
publisher = {{SIAM} / Omnipress},
year = {2011},
url = {https://doi.org/10.1137/1.9781611972818.15},
doi = {10.1137/1.9781611972818.15},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SavasD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-2774,
author = {Prateek Jain and
Ambuj Tewari and
Inderjit S. Dhillon},
title = {Orthogonal Matching Pursuit with Replacement},
journal = {CoRR},
volume = {abs/1106.2774},
year = {2011},
url = {http://arxiv.org/abs/1106.2774},
eprinttype = {arXiv},
eprint = {1106.2774},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-2774.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/KimSD10,
author = {Dongmin Kim and
Suvrit Sra and
Inderjit S. Dhillon},
title = {Tackling Box-Constrained Optimization via a New Projected Quasi-Newton
Approach},
journal = {{SIAM} J. Sci. Comput.},
volume = {32},
number = {6},
pages = {3548--3563},
year = {2010},
url = {https://doi.org/10.1137/08073812X},
doi = {10.1137/08073812X},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/KimSD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LuSTD10,
author = {Zhengdong Lu and
Berkant Savas and
Wei Tang and
Inderjit S. Dhillon},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Supervised Link Prediction Using Multiple Sources},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {923--928},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.112},
doi = {10.1109/ICDM.2010.112},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LuSTD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KimSD10,
author = {Dongmin Kim and
Suvrit Sra and
Inderjit S. Dhillon},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {A scalable trust-region algorithm with application to mixed-norm regression},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {519--526},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/562.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KimSD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JainMD10,
author = {Prateek Jain and
Raghu Meka and
Inderjit S. Dhillon},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Guaranteed Rank Minimization via Singular Value Projection},
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 = {937--945},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/08d98638c6fcd194a4b1e6992063e944-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/JainMD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JainKD10,
author = {Prateek Jain and
Brian Kulis and
Inderjit S. Dhillon},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Inductive Regularized Learning of Kernel Functions},
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 = {946--954},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/d86ea612dec96096c5e0fcc8dd42ab6d-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JainKD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/VasukiNLD10,
author = {Vishvas Vasuki and
Nagarajan Natarajan and
Zhengdong Lu and
Inderjit S. Dhillon},
editor = {Xavier Amatriain and
Marc Torrens and
Paul Resnick and
Markus Zanker},
title = {Affiliation recommendation using auxiliary networks},
booktitle = {Proceedings of the 2010 {ACM} Conference on Recommender Systems, RecSys
2010, Barcelona, Spain, September 26-30, 2010},
pages = {103--110},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1864708.1864731},
doi = {10.1145/1864708.1864731},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/VasukiNLD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KulisSD09,
author = {Brian Kulis and
M{\'{a}}ty{\'{a}}s A. Sustik and
Inderjit S. Dhillon},
title = {Low-Rank Kernel Learning with Bregman Matrix Divergences},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {341--376},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577082},
doi = {10.5555/1577069.1577082},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KulisSD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KulisBDM09,
author = {Brian Kulis and
Sugato Basu and
Inderjit S. Dhillon and
Raymond J. Mooney},
title = {Semi-supervised graph clustering: a kernel approach},
journal = {Mach. Learn.},
volume = {74},
number = {1},
pages = {1--22},
year = {2009},
url = {https://doi.org/10.1007/s10994-008-5084-4},
doi = {10.1007/S10994-008-5084-4},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KulisBDM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TangLD09,
author = {Wei Tang and
Zhengdong Lu and
Inderjit S. Dhillon},
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Clustering with Multiple Graphs},
booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
pages = {1016--1021},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDM.2009.125},
doi = {10.1109/ICDM.2009.125},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TangLD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DeodharGGCD09,
author = {Meghana Deodhar and
Gunjan Gupta and
Joydeep Ghosh and
Hyuk Cho and
Inderjit S. Dhillon},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {A scalable framework for discovering coherent co-clusters in noisy
data},
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 = {241--248},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553405},
doi = {10.1145/1553374.1553405},
timestamp = {Tue, 06 Nov 2018 16:58:29 +0100},
biburl = {https://dblp.org/rec/conf/icml/DeodharGGCD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LuJD09,
author = {Zhengdong Lu and
Prateek Jain and
Inderjit S. Dhillon},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Geometry-aware metric learning},
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 = {673--680},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553461},
doi = {10.1145/1553374.1553461},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LuJD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MekaJD09,
author = {Raghu Meka and
Prateek Jain and
Inderjit S. Dhillon},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Matrix Completion from Power-Law Distributed Samples},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {1258--1266},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/1fc214004c9481e4c8073e85323bfd4b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MekaJD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LuAD09,
author = {Zhengdong Lu and
Deepak Agarwal and
Inderjit S. Dhillon},
editor = {Lawrence D. Bergman and
Alexander Tuzhilin and
Robin D. Burke and
Alexander Felfernig and
Lars Schmidt{-}Thieme},
title = {A spatio-temporal approach to collaborative filtering},
booktitle = {Proceedings of the 2009 {ACM} Conference on Recommender Systems, RecSys
2009, New York, NY, USA, October 23-25, 2009},
pages = {13--20},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1639714.1639719},
doi = {10.1145/1639714.1639719},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/LuAD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/KulisSD09a,
author = {Brian Kulis and
Suvrit Sra and
Inderjit S. Dhillon},
editor = {David A. Van Dyk and
Max Welling},
title = {Convex Perturbations for Scalable Semidefinite Programming},
booktitle = {Proceedings of the Twelfth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2009, Clearwater Beach, Florida,
USA, April 16-18, 2009},
series = {{JMLR} Proceedings},
volume = {5},
pages = {296--303},
publisher = {JMLR.org},
year = {2009},
url = {http://proceedings.mlr.press/v5/kulis09a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KulisSD09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/complexity/BerkhinD09,
author = {Pavel Berkhin and
Inderjit S. Dhillon},
editor = {Robert A. Meyers},
title = {Knowledge Discovery: Clustering},
booktitle = {Encyclopedia of Complexity and Systems Science},
pages = {5051--5064},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-0-387-30440-3\_301},
doi = {10.1007/978-0-387-30440-3\_301},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/complexity/BerkhinD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0909-5457,
author = {Raghu Meka and
Prateek Jain and
Inderjit S. Dhillon},
title = {Guaranteed Rank Minimization via Singular Value Projection},
journal = {CoRR},
volume = {abs/0909.5457},
year = {2009},
url = {http://arxiv.org/abs/0909.5457},
eprinttype = {arXiv},
eprint = {0909.5457},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0909-5457.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0002KDD09,
author = {Prateek Jain and
Brian Kulis and
Jason V. Davis and
Inderjit S. Dhillon},
title = {Metric and Kernel Learning using a Linear Transformation},
journal = {CoRR},
volume = {abs/0910.5932},
year = {2009},
url = {http://arxiv.org/abs/0910.5932},
eprinttype = {arXiv},
eprint = {0910.5932},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/0002KDD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/em/DhillonHST08,
author = {Inderjit S. Dhillon and
Robert W. Heath Jr. and
Thomas Strohmer and
Joel A. Tropp},
title = {Constructing Packings in Grassmannian Manifolds via Alternating Projection},
journal = {Exp. Math.},
volume = {17},
number = {1},
pages = {9--35},
year = {2008},
url = {https://doi.org/10.1080/10586458.2008.10129018},
doi = {10.1080/10586458.2008.10129018},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/em/DhillonHST08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KimSD08,
author = {Dongmin Kim and
Suvrit Sra and
Inderjit S. Dhillon},
title = {Fast Projection-Based Methods for the Least Squares Nonnegative Matrix
Approximation Problem},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {1},
pages = {38--51},
year = {2008},
url = {https://doi.org/10.1002/sam.104},
doi = {10.1002/SAM.104},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/KimSD08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/JainMD08,
author = {Prateek Jain and
Raghu Meka and
Inderjit S. Dhillon},
title = {Simultaneous Unsupervised Learning of Disparate Clusterings},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {3},
pages = {195--210},
year = {2008},
url = {https://doi.org/10.1002/sam.10007},
doi = {10.1002/SAM.10007},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/JainMD08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/BrickellDST08,
author = {Justin Brickell and
Inderjit S. Dhillon and
Suvrit Sra and
Joel A. Tropp},
title = {The Metric Nearness Problem},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {30},
number = {1},
pages = {375--396},
year = {2008},
url = {https://doi.org/10.1137/060653391},
doi = {10.1137/060653391},
timestamp = {Tue, 26 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/BrickellDST08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/ChoD08,
author = {Hyuk Cho and
Inderjit S. Dhillon},
title = {Coclustering of Human Cancer Microarrays Using Minimum Sum-Squared
Residue Coclustering},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {5},
number = {3},
pages = {385--400},
year = {2008},
url = {https://doi.org/10.1109/TCBB.2007.70268},
doi = {10.1109/TCBB.2007.70268},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/ChoD08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DeodharGGCD08,
author = {Meghana Deodhar and
Joydeep Ghosh and
Gunjan Gupta and
Hyuk Cho and
Inderjit S. Dhillon},
title = {Hunting for Coherent Co-clusters in High Dimensional and Noisy Datasets},
booktitle = {Workshops Proceedings of the 8th {IEEE} International Conference on
Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {654--663},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDMW.2008.20},
doi = {10.1109/ICDMW.2008.20},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DeodharGGCD08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MekaJCD08,
author = {Raghu Meka and
Prateek Jain and
Constantine Caramanis and
Inderjit S. Dhillon},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {Rank minimization via online learning},
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 = {656--663},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390239},
doi = {10.1145/1390156.1390239},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MekaJCD08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DavisD08,
author = {Jason V. Davis and
Inderjit S. Dhillon},
editor = {Ying Li and
Bing Liu and
Sunita Sarawagi},
title = {Structured metric learning for high dimensional problems},
booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
24-27, 2008},
pages = {195--203},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1401890.1401918},
doi = {10.1145/1401890.1401918},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/DavisD08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JainKDG08,
author = {Prateek Jain and
Brian Kulis and
Inderjit S. Dhillon and
Kristen Grauman},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Online Metric Learning and Fast Similarity Search},
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 = {761--768},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/aa68c75c4a77c87f97fb686b2f068676-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/JainKDG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JainMD08,
author = {Prateek Jain and
Raghu Meka and
Inderjit S. Dhillon},
title = {Simultaneous Unsupervised Learning of Disparate Clusterings},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},
pages = {858--869},
publisher = {{SIAM}},
year = {2008},
url = {https://doi.org/10.1137/1.9781611972788.77},
doi = {10.1137/1.9781611972788.77},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/JainMD08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BanerjeeDGMM07,
author = {Arindam Banerjee and
Inderjit S. Dhillon and
Joydeep Ghosh and
Srujana Merugu and
Dharmendra S. Modha},
title = {A Generalized Maximum Entropy Approach to Bregman Co-clustering and
Matrix Approximation},
journal = {J. Mach. Learn. Res.},
volume = {8},
pages = {1919--1986},
year = {2007},
url = {https://dl.acm.org/doi/10.5555/1314498.1314563},
doi = {10.5555/1314498.1314563},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BanerjeeDGMM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/DhillonGK07,
author = {Inderjit S. Dhillon and
Yuqiang Guan and
Brian Kulis},
title = {Weighted Graph Cuts without Eigenvectors {A} Multilevel Approach},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {29},
number = {11},
pages = {1944--1957},
year = {2007},
url = {https://doi.org/10.1109/TPAMI.2007.1115},
doi = {10.1109/TPAMI.2007.1115},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/DhillonGK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/DhillonT07,
author = {Inderjit S. Dhillon and
Joel A. Tropp},
title = {Matrix Nearness Problems with Bregman Divergences},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {29},
number = {4},
pages = {1120--1146},
year = {2007},
url = {https://doi.org/10.1137/060649021},
doi = {10.1137/060649021},
timestamp = {Tue, 26 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/DhillonT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DavisKJSD07,
author = {Jason V. Davis and
Brian Kulis and
Prateek Jain and
Suvrit Sra and
Inderjit S. Dhillon},
editor = {Zoubin Ghahramani},
title = {Information-theoretic metric learning},
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 = {209--216},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273523},
doi = {10.1145/1273496.1273523},
timestamp = {Wed, 28 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DavisKJSD07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KimSD07,
author = {Dongmin Kim and
Suvrit Sra and
Inderjit S. Dhillon},
title = {Fast Newton-type Methods for the Least Squares Nonnegative Matrix
Approximation Problem},
booktitle = {Proceedings of the Seventh {SIAM} International Conference on Data
Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},
pages = {343--354},
publisher = {{SIAM}},
year = {2007},
url = {https://doi.org/10.1137/1.9781611972771.31},
doi = {10.1137/1.9781611972771.31},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KimSD07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/toms/DhillonPV06,
author = {Inderjit S. Dhillon and
Beresford N. Parlett and
Christof V{\"{o}}mel},
title = {The design and implementation of the {MRRR} algorithm},
journal = {{ACM} Trans. Math. Softw.},
volume = {32},
number = {4},
pages = {533--560},
year = {2006},
url = {https://doi.org/10.1145/1186785.1186788},
doi = {10.1145/1186785.1186788},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/toms/DhillonPV06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KulisSD06,
author = {Brian Kulis and
M{\'{a}}ty{\'{a}}s A. Sustik and
Inderjit S. Dhillon},
editor = {William W. Cohen and
Andrew W. Moore},
title = {Learning low-rank kernel matrices},
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 = {505--512},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143908},
doi = {10.1145/1143844.1143908},
timestamp = {Tue, 19 Nov 2019 09:25:06 +0100},
biburl = {https://dblp.org/rec/conf/icml/KulisSD06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BrickellDM06,
author = {Justin Brickell and
Inderjit S. Dhillon and
Dharmendra S. Modha},
editor = {Olfa Nasraoui and
Myra Spiliopoulou and
Jaideep Srivastava and
Bamshad Mobasher and
Brij M. Masand},
title = {Adaptive Website Design Using Caching Algorithms},
booktitle = {Advances in Web Mining and Web Usage Analysis, 8th International Workshop
on Knowledge Discovery on the Web, WebKDD 2006, Philadelphia, PA,
USA, August 20, 2006, Revised Papers},
series = {Lecture Notes in Computer Science},
volume = {4811},
pages = {1--20},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/978-3-540-77485-3\_1},
doi = {10.1007/978-3-540-77485-3\_1},
timestamp = {Tue, 14 May 2019 10:00:55 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BrickellDM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DavisD06,
author = {Jason V. Davis and
Inderjit S. Dhillon},
editor = {Tina Eliassi{-}Rad and
Lyle H. Ungar and
Mark Craven and
Dimitrios Gunopulos},
title = {Estimating the global pagerank of web communities},
booktitle = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August
20-23, 2006},
pages = {116--125},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1150402.1150419},
doi = {10.1145/1150402.1150419},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/DavisD06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DavisD06,
author = {Jason V. Davis and
Inderjit S. Dhillon},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Differential Entropic Clustering of Multivariate Gaussians},
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 = {337--344},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/8c9a14ffebb7677d033ffce847991293-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DavisD06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/daglib/p/TeboulleBDGK06,
author = {Marc Teboulle and
Pavel Berkhin and
Inderjit S. Dhillon and
Yuqiang Guan and
Jacob Kogan},
editor = {Jacob Kogan and
Charles K. Nicholas and
Marc Teboulle},
title = {Clustering with Entropy-Like \emph{k}-Means Algorithms},
booktitle = {Grouping Multidimensional Data - Recent Advances in Clustering},
pages = {127--160},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/3-540-28349-8\_5},
doi = {10.1007/3-540-28349-8\_5},
timestamp = {Tue, 16 May 2017 14:01:41 +0200},
biburl = {https://dblp.org/rec/books/daglib/p/TeboulleBDGK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BanerjeeDGS05,
author = {Arindam Banerjee and
Inderjit S. Dhillon and
Joydeep Ghosh and
Suvrit Sra},
title = {Clustering on the Unit Hypersphere using von Mises-Fisher Distributions},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1345--1382},
year = {2005},
url = {http://jmlr.org/papers/v6/banerjee05a.html},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/BanerjeeDGS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BanerjeeMDG05,
author = {Arindam Banerjee and
Srujana Merugu and
Inderjit S. Dhillon and
Joydeep Ghosh},
title = {Clustering with Bregman Divergences},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1705--1749},
year = {2005},
url = {http://jmlr.org/papers/v6/banerjee05b.html},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/BanerjeeMDG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/DhillonHST05,
author = {Inderjit S. Dhillon and
Robert W. Heath Jr. and
M{\'{a}}ty{\'{a}}s A. Sustik and
Joel A. Tropp},
title = {Generalized Finite Algorithms for Constructing Hermitian Matrices
with Prescribed Diagonal and Spectrum},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {27},
number = {1},
pages = {61--71},
year = {2005},
url = {https://doi.org/10.1137/S0895479803438183},
doi = {10.1137/S0895479803438183},
timestamp = {Tue, 26 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/DhillonHST05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/BientinesiDG05,
author = {Paolo Bientinesi and
Inderjit S. Dhillon and
Robert A. van de Geijn},
title = {A Parallel Eigensolver for Dense Symmetric Matrices Based on Multiple
Relatively Robust Representations},
journal = {{SIAM} J. Sci. Comput.},
volume = {27},
number = {1},
pages = {43--66},
year = {2005},
url = {https://doi.org/10.1137/030601107},
doi = {10.1137/030601107},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/BientinesiDG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/DhillonPV05,
author = {Inderjit S. Dhillon and
Beresford N. Parlett and
Christof V{\"{o}}mel},
title = {Glued Matrices and the {MRRR} Algorithm},
journal = {{SIAM} J. Sci. Comput.},
volume = {27},
number = {2},
pages = {496--510},
year = {2005},
url = {https://doi.org/10.1137/040620746},
doi = {10.1137/040620746},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/DhillonPV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/TroppSHS05,
author = {Joel A. Tropp and
Inderjit S. Dhillon and
Robert W. Heath Jr. and
Thomas Strohmer},
title = {Designing structured tight frames via an alternating projection method},
journal = {{IEEE} Trans. Inf. Theory},
volume = {51},
number = {1},
pages = {188--209},
year = {2005},
url = {https://doi.org/10.1109/TIT.2004.839492},
doi = {10.1109/TIT.2004.839492},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/TroppSHS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KulisBDM05,
author = {Brian Kulis and
Sugato Basu and
Inderjit S. Dhillon and
Raymond J. Mooney},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Semi-supervised graph clustering: a kernel approach},
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 = {457--464},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102409},
doi = {10.1145/1102351.1102409},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KulisBDM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DhillonGK05,
author = {Inderjit S. Dhillon and
Yuqiang Guan and
Brian Kulis},
editor = {Robert Grossman and
Roberto J. Bayardo and
Kristin P. Bennett},
title = {A fast kernel-based multilevel algorithm for graph clustering},
booktitle = {Proceedings of the Eleventh {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Chicago, Illinois, USA, August
21-24, 2005},
pages = {629--634},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1081870.1081948},
doi = {10.1145/1081870.1081948},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/DhillonGK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DhillonS05,
author = {Inderjit S. Dhillon and
Suvrit Sra},
title = {Generalized Nonnegative Matrix Approximations with Bregman Divergences},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {283--290},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/d58e2f077670f4de9cd7963c857f2534-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DhillonS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/TroppDH04,
author = {Joel A. Tropp and
Inderjit S. Dhillon and
Robert W. Heath Jr.},
title = {Finite-Step Algorithms for Constructing Optimal {CDMA} Signature Sequences},
journal = {{IEEE} Trans. Inf. Theory},
volume = {50},
number = {11},
pages = {2916--2921},
year = {2004},
url = {https://doi.org/10.1109/TIT.2004.836698},
doi = {10.1109/TIT.2004.836698},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/TroppDH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BanerjeeDGM04,
author = {Arindam Banerjee and
Inderjit S. Dhillon and
Joydeep Ghosh and
Srujana Merugu},
editor = {Carla E. Brodley},
title = {An information theoretic analysis of maximum likelihood mixture estimation
for exponential families},
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/10.1145/1015330.1015431},
doi = {10.1145/1015330.1015431},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BanerjeeDGM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BanerjeeDGMM04,
author = {Arindam Banerjee and
Inderjit S. Dhillon and
Joydeep Ghosh and
Srujana Merugu and
Dharmendra S. Modha},
editor = {Won Kim and
Ron Kohavi and
Johannes Gehrke and
William DuMouchel},
title = {A generalized maximum entropy approach to bregman co-clustering and
matrix approximation},
booktitle = {Proceedings of the Tenth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Seattle, Washington, USA, August
22-25, 2004},
pages = {509--514},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1014052.1014111},
doi = {10.1145/1014052.1014111},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BanerjeeDGMM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DhillonGK04,
author = {Inderjit S. Dhillon and
Yuqiang Guan and
Brian Kulis},
editor = {Won Kim and
Ron Kohavi and
Johannes Gehrke and
William DuMouchel},
title = {Kernel k-means: spectral clustering and normalized cuts},
booktitle = {Proceedings of the Tenth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Seattle, Washington, USA, August
22-25, 2004},
pages = {551--556},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1014052.1014118},
doi = {10.1145/1014052.1014118},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/DhillonGK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DhillonST04,
author = {Inderjit S. Dhillon and
Suvrit Sra and
Joel A. Tropp},
title = {Triangle Fixing Algorithms for the Metric Nearness Problem},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {361--368},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/4ebccfb3e317c7789f04f7a558df4537-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DhillonST04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SraCDG04,
author = {Hyuk Cho and
Inderjit S. Dhillon and
Yuqiang Guan and
Suvrit Sra},
editor = {Michael W. Berry and
Umeshwar Dayal and
Chandrika Kamath and
David B. Skillicorn},
title = {Minimum Sum-Squared Residue Co-Clustering of Gene Expression Data},
booktitle = {Proceedings of the Fourth {SIAM} International Conference on Data
Mining, Lake Buena Vista, Florida, USA, April 22-24, 2004},
pages = {114--125},
publisher = {{SIAM}},
year = {2004},
url = {https://doi.org/10.1137/1.9781611972740.11},
doi = {10.1137/1.9781611972740.11},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SraCDG04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BanerjeeMDG04,
author = {Arindam Banerjee and
Srujana Merugu and
Inderjit S. Dhillon and
Joydeep Ghosh},
editor = {Michael W. Berry and
Umeshwar Dayal and
Chandrika Kamath and
David B. Skillicorn},
title = {Clustering with Bregman Divergences},
booktitle = {Proceedings of the Fourth {SIAM} International Conference on Data
Mining, Lake Buena Vista, Florida, USA, April 22-24, 2004},
pages = {234--245},
publisher = {{SIAM}},
year = {2004},
url = {https://doi.org/10.1137/1.9781611972740.22},
doi = {10.1137/1.9781611972740.22},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/BanerjeeMDG04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/DhillonMR03,
author = {Inderjit S. Dhillon and
Edward M. Marcotte and
Usman Roshan},
title = {Diametrical clustering for identifying anti-correlated gene clusters},
journal = {Bioinform.},
volume = {19},
number = {13},
pages = {1612--1619},
year = {2003},
url = {https://doi.org/10.1093/bioinformatics/btg209},
doi = {10.1093/BIOINFORMATICS/BTG209},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/DhillonMR03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DhillonMK03,
author = {Inderjit S. Dhillon and
Subramanyam Mallela and
Rahul Kumar},
title = {A Divisive Information-Theoretic Feature Clustering Algorithm for
Text Classification},
journal = {J. Mach. Learn. Res.},
volume = {3},
pages = {1265--1287},
year = {2003},
url = {http://jmlr.org/papers/v3/dhillon03a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DhillonMK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/DhillonP03,
author = {Inderjit S. Dhillon and
Beresford N. Parlett},
title = {Orthogonal Eigenvectors and Relative Gaps},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {25},
number = {3},
pages = {858--899},
year = {2003},
url = {https://doi.org/10.1137/S0895479800370111},
doi = {10.1137/S0895479800370111},
timestamp = {Tue, 26 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/DhillonP03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DhillonG03,
author = {Inderjit S. Dhillon and
Yuqiang Guan},
title = {Information Theoretic Clustering of Sparse Co-Occurrence Data},
booktitle = {Proceedings of the 3rd {IEEE} International Conference on Data Mining
{(ICDM} 2003), 19-22 December 2003, Melbourne, Florida, {USA}},
pages = {517--520},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/ICDM.2003.1250966},
doi = {10.1109/ICDM.2003.1250966},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DhillonG03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BanerjeeDGS03,
author = {Arindam Banerjee and
Inderjit S. Dhillon and
Joydeep Ghosh and
Suvrit Sra},
editor = {Lise Getoor and
Ted E. Senator and
Pedro M. Domingos and
Christos Faloutsos},
title = {Generative model-based clustering of directional data},
booktitle = {Proceedings of the Ninth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, August 24
- 27, 2003},
pages = {19--28},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/956750.956757},
doi = {10.1145/956750.956757},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BanerjeeDGS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DhillonMM03,
author = {Inderjit S. Dhillon and
Subramanyam Mallela and
Dharmendra S. Modha},
editor = {Lise Getoor and
Ted E. Senator and
Pedro M. Domingos and
Christos Faloutsos},
title = {Information-theoretic co-clustering},
booktitle = {Proceedings of the Ninth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, August 24
- 27, 2003},
pages = {89--98},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/956750.956764},
doi = {10.1145/956750.956764},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/DhillonMM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/DhillonMS02,
author = {Inderjit S. Dhillon and
Dharmendra S. Modha and
W. Scott Spangler},
title = {Class visualization of high-dimensional data with applications},
journal = {Comput. Stat. Data Anal.},
volume = {41},
number = {1},
pages = {59--90},
year = {2002},
url = {https://doi.org/10.1016/S0167-9473(02)00144-5},
doi = {10.1016/S0167-9473(02)00144-5},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/DhillonMS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DhillonGK02,
author = {Inderjit S. Dhillon and
Yuqiang Guan and
Jacob Kogan},
title = {Iterative Clustering of High Dimensional Text Data Augmented by Local
Search},
booktitle = {Proceedings of the 2002 {IEEE} International Conference on Data Mining
{(ICDM} 2002), 9-12 December 2002, Maebashi City, Japan},
pages = {131--138},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/ICDM.2002.1183895},
doi = {10.1109/ICDM.2002.1183895},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DhillonGK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DhillonMK02,
author = {Inderjit S. Dhillon and
Subramanyam Mallela and
Rahul Kumar},
title = {Enhanced word clustering for hierarchical text classification},
booktitle = {Proceedings of the Eighth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, July 23-26, 2002, Edmonton,
Alberta, Canada},
pages = {191--200},
publisher = {{ACM}},
year = {2002},
url = {https://doi.org/10.1145/775047.775076},
doi = {10.1145/775047.775076},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/DhillonMK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DhillonM01,
author = {Inderjit S. Dhillon and
Dharmendra S. Modha},
title = {Concept Decompositions for Large Sparse Text Data Using Clustering},
journal = {Mach. Learn.},
volume = {42},
number = {1/2},
pages = {143--175},
year = {2001},
url = {https://doi.org/10.1023/A:1007612920971},
doi = {10.1023/A:1007612920971},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DhillonM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Dhillon01,
author = {Inderjit S. Dhillon},
editor = {Doheon Lee and
Mario Schkolnick and
Foster J. Provost and
Ramakrishnan Srikant},
title = {Co-clustering documents and words using bipartite spectral graph partitioning},
booktitle = {Proceedings of the seventh {ACM} {SIGKDD} international conference
on Knowledge discovery and data mining, San Francisco, CA, USA, August
26-29, 2001},
pages = {269--274},
publisher = {{ACM}},
year = {2001},
url = {https://doi.org/10.1145/502512.502550},
doi = {10.1145/502512.502550},
timestamp = {Tue, 01 Jun 2021 15:21:34 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Dhillon01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DhillonM99,
author = {Inderjit S. Dhillon and
Dharmendra S. Modha},
editor = {Mohammed Javeed Zaki and
Ching{-}Tien Ho},
title = {A Data-Clustering Algorithm on Distributed Memory Multiprocessors},
booktitle = {Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel
{KDD} Systems, SIGKDD, August 15, 1999, San Diego, CA, USA, revised
papers},
series = {Lecture Notes in Computer Science},
volume = {1759},
pages = {245--260},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-46502-2\_13},
doi = {10.1007/3-540-46502-2\_13},
timestamp = {Tue, 14 May 2019 10:00:55 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DhillonM99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/Dhillon98,
author = {Inderjit S. Dhillon},
title = {Reliable Computation of the Condition Number of a Tridiagonal Matrix
in \emph{O}(\emph{n}) Time},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {19},
number = {3},
pages = {776--796},
year = {1998},
url = {https://doi.org/10.1137/s0895479897314747},
doi = {10.1137/S0895479897314747},
timestamp = {Sun, 13 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/Dhillon98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/toms/BlackfordCPWDDRSDH97,
author = {L. Susan Blackford and
Andrew J. Cleary and
Antoine Petitet and
R. Clinton Whaley and
James Demmel and
Inderjit S. Dhillon and
H. Ren and
Ken Stanley and
Jack J. Dongarra and
Sven Hammarling},
title = {Practical Experience in the Numerical Dangers of Heterogeneous Computing},
journal = {{ACM} Trans. Math. Softw.},
volume = {23},
number = {2},
pages = {133--147},
year = {1997},
url = {https://doi.org/10.1145/264029.264030},
doi = {10.1145/264029.264030},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/toms/BlackfordCPWDDRSDH97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsc/BlackfordCCDDDDHHPSWW97,
author = {L. Susan Blackford and
Jaeyoung Choi and
Andrew J. Cleary and
Eduardo F. D'Azevedo and
James Demmel and
Inderjit S. Dhillon and
Jack J. Dongarra and
Sven Hammarling and
Greg Henry and
Antoine Petitet and
Ken Stanley and
David W. Walker and
R. Clinton Whaley},
title = {ScaLAPACK: {A} Linear Algebra Library for Message-Passing Computers},
booktitle = {Proceedings of the Eighth {SIAM} Conference on Parallel Processing
for Scientific Computing, {PPSC} 1997, Hyatt Regency Minneapolis on
Nicollel Mall Hotel, Minneapolis, Minnesota, USA, March 14-17, 1997},
publisher = {{SIAM}},
year = {1997},
timestamp = {Mon, 21 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsc/BlackfordCCDDDDHHPSWW97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsc/DhillonFP97,
author = {Inderjit S. Dhillon and
George Fann and
Beresford N. Parlett},
title = {Application of a New Algorithm for the Symmetric Eigenproblem to Computational
Quantum Chemistry},
booktitle = {Proceedings of the Eighth {SIAM} Conference on Parallel Processing
for Scientific Computing, {PPSC} 1997, Hyatt Regency Minneapolis on
Nicollel Mall Hotel, Minneapolis, Minnesota, USA, March 14-17, 1997},
publisher = {{SIAM}},
year = {1997},
timestamp = {Wed, 21 Jul 2004 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsc/DhillonFP97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/para/ClearyDDDHPRSW96,
author = {Andrew J. Cleary and
James Demmel and
Inderjit S. Dhillon and
Jack J. Dongarra and
Sven Hammarling and
Antoine Petitet and
H. Ren and
Ken Stanley and
R. Clinton Whaley},
editor = {Jerzy Wasniewski and
Jack J. Dongarra and
Kaj Madsen and
Dorte Olesen},
title = {Practical Experience in the Dangers of Heterogeneous Computing},
booktitle = {Applied Parallel Computing, Industrial Computation and Optimization,
Third International Workshop, {PARA} 96, Lyngby, Denmark, August 18-21,
1996, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1184},
pages = {57--64},
publisher = {Springer},
year = {1996},
url = {https://doi.org/10.1007/3-540-62095-8\_7},
doi = {10.1007/3-540-62095-8\_7},
timestamp = {Tue, 14 May 2019 10:00:40 +0200},
biburl = {https://dblp.org/rec/conf/para/ClearyDDDHPRSW96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/BlackfordCCDDDHHPSWW96,
author = {L. Susan Blackford and
Jaeyoung Choi and
Andrew J. Cleary and
James Demmel and
Inderjit S. Dhillon and
Jack J. Dongarra and
Sven Hammarling and
Greg Henry and
Antoine Petitet and
Ken Stanley and
David W. Walker and
R. Clinton Whaley},
title = {ScaLAPACK: {A} Portable Linear Algebra Library for Distributed Memory
Computers - Design Issues and Performance},
booktitle = {Proceedings of the 1996 {ACM/IEEE} Conference on Supercomputing, November
17-22, 1996, Pittsburgh, PA, {USA}},
pages = {5},
publisher = {{IEEE} Computer Society},
year = {1996},
url = {https://doi.ieeecomputersociety.org/10.1109/SC.1996.41},
doi = {10.1109/SC.1996.41},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/BlackfordCCDDDHHPSWW96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/para/ChoiDDDOPSWW95,
author = {Jaeyoung Choi and
James Demmel and
Inderjit S. Dhillon and
Jack J. Dongarra and
Susan Ostrouchov and
Antoine Petitet and
Ken Stanley and
David W. Walker and
R. Clinton Whaley},
editor = {Jack J. Dongarra and
Kaj Madsen and
Jerzy Wasniewski},
title = {ScaLAPACK: {A} Portable Linear Algebra Library for Distributed Memory
Computers - Design Issues and Performance},
booktitle = {Applied Parallel Computing, Computations in Physics, Chemistry and
Engineering Science, Second International Workshop, {PARA} '95, Lyngby,
Denmark, August 21-24, 1995, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1041},
pages = {95--106},
publisher = {Springer},
year = {1995},
url = {https://doi.org/10.1007/3-540-60902-4\_12},
doi = {10.1007/3-540-60902-4\_12},
timestamp = {Tue, 14 May 2019 10:00:40 +0200},
biburl = {https://dblp.org/rec/conf/para/ChoiDDDOPSWW95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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