Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBibTeX records: Satyen Kale
@article{DBLP:journals/corr/abs-2401-09135,
author = {Bo Liu and
Rachita Chhaparia and
Arthur Douillard and
Satyen Kale and
Andrei A. Rusu and
Jiajun Shen and
Arthur Szlam and
Marc'Aurelio Ranzato},
title = {Asynchronous Local-SGD Training for Language Modeling},
journal = {CoRR},
volume = {abs/2401.09135},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.09135},
doi = {10.48550/ARXIV.2401.09135},
eprinttype = {arXiv},
eprint = {2401.09135},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-09135.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-05913,
author = {Abhishek Panigrahi and
Nikunj Saunshi and
Kaifeng Lyu and
Sobhan Miryoosefi and
Sashank J. Reddi and
Satyen Kale and
Sanjiv Kumar},
title = {Efficient Stagewise Pretraining via Progressive Subnetworks},
journal = {CoRR},
volume = {abs/2402.05913},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.05913},
doi = {10.48550/ARXIV.2402.05913},
eprinttype = {arXiv},
eprint = {2402.05913},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-05913.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-04978,
author = {Naman Agarwal and
Pranjal Awasthi and
Satyen Kale and
Eric Zhao},
title = {Stacking as Accelerated Gradient Descent},
journal = {CoRR},
volume = {abs/2403.04978},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.04978},
doi = {10.48550/ARXIV.2403.04978},
eprinttype = {arXiv},
eprint = {2403.04978},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-04978.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/AgarwalKST23,
author = {Naman Agarwal and
Satyen Kale and
Karan Singh and
Abhradeep Thakurta},
title = {Differentially Private and Lazy Online Convex Optimization},
booktitle = {The Thirty Sixth Annual Conference on Learning Theory, {COLT} 2023,
12-15 July 2023, Bangalore, India},
pages = {4599--4632},
year = {2023},
crossref = {DBLP:conf/colt/2023},
url = {https://proceedings.mlr.press/v195/agarwal23d.html},
timestamp = {Wed, 06 Sep 2023 17:49:05 +0200},
biburl = {https://dblp.org/rec/conf/colt/AgarwalKST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChoSJ0KZ23,
author = {Yae Jee Cho and
Pranay Sharma and
Gauri Joshi and
Zheng Xu and
Satyen Kale and
Tong Zhang},
title = {On the Convergence of Federated Averaging with Cyclic Client Participation},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
pages = {5677--5721},
year = {2023},
crossref = {DBLP:conf/icml/2023},
url = {https://proceedings.mlr.press/v202/cho23b.html},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChoSJ0KZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DasKXZS23,
author = {Rudrajit Das and
Satyen Kale and
Zheng Xu and
Tong Zhang and
Sujay Sanghavi},
title = {Beyond Uniform Lipschitz Condition in Differentially Private Optimization},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
pages = {7066--7101},
year = {2023},
crossref = {DBLP:conf/icml/2023},
url = {https://proceedings.mlr.press/v202/das23c.html},
timestamp = {Thu, 08 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DasKXZS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ReddiMKKKKK23,
author = {Sashank J. Reddi and
Sobhan Miryoosefi and
Stefani Karp and
Shankar Krishnan and
Satyen Kale and
Seungyeon Kim and
Sanjiv Kumar},
title = {Efficient Training of Language Models using Few-Shot Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
pages = {14553--14568},
year = {2023},
crossref = {DBLP:conf/icml/2023},
url = {https://proceedings.mlr.press/v202/j-reddi23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ReddiMKKKKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-03109,
author = {Yae Jee Cho and
Pranay Sharma and
Gauri Joshi and
Zheng Xu and
Satyen Kale and
Tong Zhang},
title = {On the Convergence of Federated Averaging with Cyclic Client Participation},
journal = {CoRR},
volume = {abs/2302.03109},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.03109},
doi = {10.48550/ARXIV.2302.03109},
eprinttype = {arXiv},
eprint = {2302.03109},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-03109.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-10316,
author = {Michael Dinitz and
Satyen Kale and
Silvio Lattanzi and
Sergei Vassilvitskii},
title = {Improved Differentially Private Densest Subgraph: Local and Purely
Additive},
journal = {CoRR},
volume = {abs/2308.10316},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.10316},
doi = {10.48550/ARXIV.2308.10316},
eprinttype = {arXiv},
eprint = {2308.10316},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-10316.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-11534,
author = {Naman Agarwal and
Satyen Kale and
Karan Singh and
Abhradeep Guha Thakurta},
title = {Improved Differentially Private and Lazy Online Convex Optimization},
journal = {CoRR},
volume = {abs/2312.11534},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.11534},
doi = {10.48550/ARXIV.2312.11534},
eprinttype = {arXiv},
eprint = {2312.11534},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-11534.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ShenHKK22,
author = {Zebang Shen and
Hamed Hassani and
Satyen Kale and
Amin Karbasi},
title = {Federated Functional Gradient Boosting},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
pages = {7814--7840},
year = {2022},
crossref = {DBLP:conf/aistats/2022},
url = {https://proceedings.mlr.press/v151/shen22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ShenHKK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/AgarwalKZ22,
author = {Naman Agarwal and
Satyen Kale and
Julian Zimmert},
title = {Efficient Methods for Online Multiclass Logistic Regression},
booktitle = {International Conference on Algorithmic Learning Theory, 29 March
- 1 April 2022, Paris, France},
pages = {3--33},
year = {2022},
crossref = {DBLP:conf/alt/2022},
url = {https://proceedings.mlr.press/v167/agarwal22a.html},
timestamp = {Fri, 10 Mar 2023 11:41:45 +0100},
biburl = {https://dblp.org/rec/conf/alt/AgarwalKZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/ZimmertAK22,
author = {Julian Zimmert and
Naman Agarwal and
Satyen Kale},
title = {Pushing the Efficiency-Regret Pareto Frontier for Online Learning
of Portfolios and Quantum States},
booktitle = {Conference on Learning Theory, 2-5 July 2022, London, {UK}},
pages = {182--226},
year = {2022},
crossref = {DBLP:conf/colt/2022},
url = {https://proceedings.mlr.press/v178/zimmert22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:51 +0200},
biburl = {https://dblp.org/rec/conf/colt/ZimmertAK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/ShenWKRKH22,
author = {Zebang Shen and
Zhenfu Wang and
Satyen Kale and
Alejandro Ribeiro and
Amin Karbasi and
Hamed Hassani},
title = {Self-Consistency of the Fokker Planck Equation},
booktitle = {Conference on Learning Theory, 2-5 July 2022, London, {UK}},
pages = {817--841},
year = {2022},
crossref = {DBLP:conf/colt/2022},
url = {https://proceedings.mlr.press/v178/shen22a.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/ShenWKRKH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/MangoubiWKTV22,
author = {Oren Mangoubi and
Yikai Wu and
Satyen Kale and
Abhradeep Thakurta and
Nisheeth K. Vishnoi},
title = {Private Matrix Approximation and Geometry of Unitary Orbits},
booktitle = {Conference on Learning Theory, 2-5 July 2022, London, {UK}},
pages = {3547--3588},
year = {2022},
crossref = {DBLP:conf/colt/2022},
url = {https://proceedings.mlr.press/v178/mangoubi22a.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/MangoubiWKTV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiAAKK22,
author = {Ziwei Ji and
Kwangjun Ahn and
Pranjal Awasthi and
Satyen Kale and
Stefani Karp},
title = {Agnostic Learnability of Halfspaces via Logistic Loss},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
pages = {10068--10103},
year = {2022},
crossref = {DBLP:conf/icml/2022},
url = {https://proceedings.mlr.press/v162/ji22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiAAKK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Ahn0JKNS22,
author = {Kwangjun Ahn and
Prateek Jain and
Ziwei Ji and
Satyen Kale and
Praneeth Netrapalli and
Gil I. Shamir},
title = {Reproducibility in Optimization: Theoretical Framework and Limits},
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},
crossref = {DBLP:conf/nips/2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/7274ed909a312d4d869cc328ad1c5f04-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Ahn0JKNS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SaKLSS22,
author = {Christopher De Sa and
Satyen Kale and
Jason D. Lee and
Ayush Sekhari and
Karthik Sridharan},
title = {From Gradient Flow on Population Loss to Learning with Stochastic
Gradient Descent},
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},
crossref = {DBLP:conf/nips/2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/c86ff2d301940fce9357de92c5222b44-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SaKLSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-13419,
author = {Ziwei Ji and
Kwangjun Ahn and
Pranjal Awasthi and
Satyen Kale and
Stefani Karp},
title = {Agnostic Learnability of Halfspaces via Logistic Loss},
journal = {CoRR},
volume = {abs/2201.13419},
year = {2022},
url = {https://arxiv.org/abs/2201.13419},
eprinttype = {arXiv},
eprint = {2201.13419},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-13419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-02765,
author = {Julian Zimmert and
Naman Agarwal and
Satyen Kale},
title = {Pushing the Efficiency-Regret Pareto Frontier for Online Learning
of Portfolios and Quantum States},
journal = {CoRR},
volume = {abs/2202.02765},
year = {2022},
url = {https://arxiv.org/abs/2202.02765},
eprinttype = {arXiv},
eprint = {2202.02765},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-02765.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-04598,
author = {Kwangjun Ahn and
Prateek Jain and
Ziwei Ji and
Satyen Kale and
Praneeth Netrapalli and
Gil I. Shamir},
title = {Reproducibility in Optimization: Theoretical Framework and Limits},
journal = {CoRR},
volume = {abs/2202.04598},
year = {2022},
url = {https://arxiv.org/abs/2202.04598},
eprinttype = {arXiv},
eprint = {2202.04598},
timestamp = {Tue, 01 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-04598.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-13655,
author = {Sean Augenstein and
Andrew Hard and
Lin Ning and
Karan Singhal and
Satyen Kale and
Kurt Partridge and
Rajiv Mathews},
title = {Mixed Federated Learning: Joint Decentralized and Centralized Learning},
journal = {CoRR},
volume = {abs/2205.13655},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.13655},
doi = {10.48550/ARXIV.2205.13655},
eprinttype = {arXiv},
eprint = {2205.13655},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-13655.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-00860,
author = {Zebang Shen and
Zhenfu Wang and
Satyen Kale and
Alejandro Ribeiro and
Amin Karbasi and
Hamed Hassani},
title = {Self-Consistency of the Fokker-Planck Equation},
journal = {CoRR},
volume = {abs/2206.00860},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.00860},
doi = {10.48550/ARXIV.2206.00860},
eprinttype = {arXiv},
eprint = {2206.00860},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-00860.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04723,
author = {Jianyu Wang and
Rudrajit Das and
Gauri Joshi and
Satyen Kale and
Zheng Xu and
Tong Zhang},
title = {On the Unreasonable Effectiveness of Federated Averaging with Heterogeneous
Data},
journal = {CoRR},
volume = {abs/2206.04723},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.04723},
doi = {10.48550/ARXIV.2206.04723},
eprinttype = {arXiv},
eprint = {2206.04723},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-04723.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-10713,
author = {Rudrajit Das and
Satyen Kale and
Zheng Xu and
Tong Zhang and
Sujay Sanghavi},
title = {Beyond Uniform Lipschitz Condition in Differentially Private Optimization},
journal = {CoRR},
volume = {abs/2206.10713},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.10713},
doi = {10.48550/ARXIV.2206.10713},
eprinttype = {arXiv},
eprint = {2206.10713},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-10713.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-02794,
author = {Oren Mangoubi and
Yikai Wu and
Satyen Kale and
Abhradeep Guha Thakurta and
Nisheeth K. Vishnoi},
title = {Private Matrix Approximation and Geometry of Unitary Orbits},
journal = {CoRR},
volume = {abs/2207.02794},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.02794},
doi = {10.48550/ARXIV.2207.02794},
eprinttype = {arXiv},
eprint = {2207.02794},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-02794.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-06705,
author = {Satyen Kale and
Jason D. Lee and
Chris De Sa and
Ayush Sekhari and
Karthik Sridharan},
title = {From Gradient Flow on Population Loss to Learning with Stochastic
Gradient Descent},
journal = {CoRR},
volume = {abs/2210.06705},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.06705},
doi = {10.48550/ARXIV.2210.06705},
eprinttype = {arXiv},
eprint = {2210.06705},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-06705.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/AgarwalAK21,
author = {Naman Agarwal and
Pranjal Awasthi and
Satyen Kale},
title = {A Deep Conditioning Treatment of Neural Networks},
booktitle = {Algorithmic Learning Theory, 16-19 March 2021, Virtual Conference,
Worldwide},
pages = {249--305},
year = {2021},
crossref = {DBLP:conf/alt/2021},
url = {http://proceedings.mlr.press/v132/agarwal21b.html},
timestamp = {Fri, 26 Mar 2021 15:45:50 +0100},
biburl = {https://dblp.org/rec/conf/alt/AgarwalAK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LevySAKKMS21,
author = {Daniel Levy and
Ziteng Sun and
Kareem Amin and
Satyen Kale and
Alex Kulesza and
Mehryar Mohri and
Ananda Theertha Suresh},
title = {Learning with User-Level Privacy},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {12466--12479},
year = {2021},
crossref = {DBLP:conf/nips/2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/67e235e7f2fa8800d8375409b566e6b6-Abstract.html},
timestamp = {Mon, 22 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LevySAKKMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SekhariSK21,
author = {Ayush Sekhari and
Karthik Sridharan and
Satyen Kale},
title = {{SGD:} The Role of Implicit Regularization, Batch-size and Multiple-epochs},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {27422--27433},
year = {2021},
crossref = {DBLP:conf/nips/2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/e64c9ec33f19c7de745bd6b6d1a7a86e-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SekhariSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KarimireddyJKMR21,
author = {Sai Praneeth Karimireddy and
Martin Jaggi and
Satyen Kale and
Mehryar Mohri and
Sashank J. Reddi and
Sebastian U. Stich and
Ananda Theertha Suresh},
title = {Breaking the centralized barrier for cross-device federated learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {28663--28676},
year = {2021},
crossref = {DBLP:conf/nips/2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/f0e6be4ce76ccfa73c5a540d992d0756-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/KarimireddyJKMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-11845,
author = {Daniel Levy and
Ziteng Sun and
Kareem Amin and
Satyen Kale and
Alex Kulesza and
Mehryar Mohri and
Ananda Theertha Suresh},
title = {Learning with User-Level Privacy},
journal = {CoRR},
volume = {abs/2102.11845},
year = {2021},
url = {https://arxiv.org/abs/2102.11845},
eprinttype = {arXiv},
eprint = {2102.11845},
timestamp = {Mon, 22 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-11845.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-01276,
author = {Jacob D. Abernethy and
Pranjal Awasthi and
Satyen Kale},
title = {A Multiclass Boosting Framework for Achieving Fast and Provable Adversarial
Robustness},
journal = {CoRR},
volume = {abs/2103.01276},
year = {2021},
url = {https://arxiv.org/abs/2103.01276},
eprinttype = {arXiv},
eprint = {2103.01276},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-01276.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-06972,
author = {Zebang Shen and
Hamed Hassani and
Satyen Kale and
Amin Karbasi},
title = {Federated Functional Gradient Boosting},
journal = {CoRR},
volume = {abs/2103.06972},
year = {2021},
url = {https://arxiv.org/abs/2103.06972},
eprinttype = {arXiv},
eprint = {2103.06972},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-06972.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-05074,
author = {Satyen Kale and
Ayush Sekhari and
Karthik Sridharan},
title = {{SGD:} The Role of Implicit Regularization, Batch-size and Multiple-epochs},
journal = {CoRR},
volume = {abs/2107.05074},
year = {2021},
url = {https://arxiv.org/abs/2107.05074},
eprinttype = {arXiv},
eprint = {2107.05074},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-05074.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-06917,
author = {Jianyu Wang and
Zachary Charles and
Zheng Xu and
Gauri Joshi and
H. Brendan McMahan and
Blaise Ag{\"{u}}era y Arcas and
Maruan Al{-}Shedivat and
Galen Andrew and
Salman Avestimehr and
Katharine Daly and
Deepesh Data and
Suhas N. Diggavi and
Hubert Eichner and
Advait Gadhikar and
Zachary Garrett and
Antonious M. Girgis and
Filip Hanzely and
Andrew Hard and
Chaoyang He and
Samuel Horv{\'{a}}th and
Zhouyuan Huo and
Alex Ingerman and
Martin Jaggi and
Tara Javidi and
Peter Kairouz and
Satyen Kale and
Sai Praneeth Karimireddy and
Jakub Kone{\v{c}}n{\'y} and
Sanmi Koyejo and
Tian Li and
Luyang Liu and
Mehryar Mohri and
Hang Qi and
Sashank J. Reddi and
Peter Richt{\'{a}}rik and
Karan Singhal and
Virginia Smith and
Mahdi Soltanolkotabi and
Weikang Song and
Ananda Theertha Suresh and
Sebastian U. Stich and
Ameet Talwalkar and
Hongyi Wang and
Blake E. Woodworth and
Shanshan Wu and
Felix X. Yu and
Honglin Yuan and
Manzil Zaheer and
Mi Zhang and
Tong Zhang and
Chunxiang Zheng and
Chen Zhu and
Wennan Zhu},
title = {A Field Guide to Federated Optimization},
journal = {CoRR},
volume = {abs/2107.06917},
year = {2021},
url = {https://arxiv.org/abs/2107.06917},
eprinttype = {arXiv},
eprint = {2107.06917},
timestamp = {Wed, 06 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-06917.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-03020,
author = {Naman Agarwal and
Satyen Kale and
Julian Zimmert},
title = {Efficient Methods for Online Multiclass Logistic Regression},
journal = {CoRR},
volume = {abs/2110.03020},
year = {2021},
url = {https://arxiv.org/abs/2110.03020},
eprinttype = {arXiv},
eprint = {2110.03020},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-03020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KarimireddyKMRS20,
author = {Sai Praneeth Karimireddy and
Satyen Kale and
Mehryar Mohri and
Sashank J. Reddi and
Sebastian U. Stich and
Ananda Theertha Suresh},
title = {{SCAFFOLD:} Stochastic Controlled Averaging for Federated Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
pages = {5132--5143},
year = {2020},
crossref = {DBLP:conf/icml/2020},
url = {http://proceedings.mlr.press/v119/karimireddy20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KarimireddyKMRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AwasthiKKM20,
author = {Pranjal Awasthi and
Satyen Kale and
Stefani Karp and
Mehryar Mohri},
title = {PAC-Bayes Learning Bounds for Sample-Dependent Priors},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
crossref = {DBLP:conf/nips/2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/2e85d72295b67c5b649290dfbf019285-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AwasthiKKM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PruthiLKS20,
author = {Garima Pruthi and
Frederick Liu and
Satyen Kale and
Mukund Sundararajan},
title = {Estimating Training Data Influence by Tracing Gradient Descent},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
crossref = {DBLP:conf/nips/2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/e6385d39ec9394f2f3a354d9d2b88eec-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PruthiLKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-01523,
author = {Naman Agarwal and
Pranjal Awasthi and
Satyen Kale},
title = {A Deep Conditioning Treatment of Neural Networks},
journal = {CoRR},
volume = {abs/2002.01523},
year = {2020},
url = {https://arxiv.org/abs/2002.01523},
eprinttype = {arXiv},
eprint = {2002.01523},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-01523.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-08484,
author = {Garima Pruthi and
Frederick Liu and
Mukund Sundararajan and
Satyen Kale},
title = {Estimating Training Data Influence by Tracking Gradient Descent},
journal = {CoRR},
volume = {abs/2002.08484},
year = {2020},
url = {https://arxiv.org/abs/2002.08484},
eprinttype = {arXiv},
eprint = {2002.08484},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-08484.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-03606,
author = {Sai Praneeth Karimireddy and
Martin Jaggi and
Satyen Kale and
Mehryar Mohri and
Sashank J. Reddi and
Sebastian U. Stich and
Ananda Theertha Suresh},
title = {Mime: Mimicking Centralized Stochastic Algorithms in Federated Learning},
journal = {CoRR},
volume = {abs/2008.03606},
year = {2020},
url = {https://arxiv.org/abs/2008.03606},
eprinttype = {arXiv},
eprint = {2008.03606},
timestamp = {Fri, 14 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-03606.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ReddiKYHCK19,
author = {Sashank J. Reddi and
Satyen Kale and
Felix X. Yu and
Daniel Niels Holtmann{-}Rice and
Jiecao Chen and
Sanjiv Kumar},
title = {Stochastic Negative Mining for Learning with Large Output Spaces},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
pages = {1940--1949},
year = {2019},
crossref = {DBLP:conf/aistats/2019},
url = {http://proceedings.mlr.press/v89/reddi19a.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ReddiKYHCK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/GarivierK19,
author = {Aur{\'{e}}lien Garivier and
Satyen Kale},
title = {Algorithmic Learning Theory 2019: Preface},
booktitle = {Algorithmic Learning Theory, {ALT} 2019, 22-24 March 2019, Chicago,
Illinois, {USA}},
pages = {1--2},
year = {2019},
crossref = {DBLP:conf/alt/2019},
url = {http://proceedings.mlr.press/v98/garivier19a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/alt/GarivierK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/StaibRKKS19,
author = {Matthew Staib and
Sashank J. Reddi and
Satyen Kale and
Sanjiv Kumar and
Suvrit Sra},
title = {Escaping Saddle Points with Adaptive Gradient Methods},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
pages = {5956--5965},
year = {2019},
crossref = {DBLP:conf/icml/2019},
url = {http://proceedings.mlr.press/v97/staib19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/StaibRKKS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuoMWHKRK19,
author = {Chuan Guo and
Ali Mousavi and
Xiang Wu and
Daniel Niels Holtmann{-}Rice and
Satyen Kale and
Sashank J. Reddi and
Sanjiv Kumar},
title = {Breaking the Glass Ceiling for Embedding-Based Classifiers for Large
Output Spaces},
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 = {4944--4954},
year = {2019},
crossref = {DBLP:conf/nips/2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/78f7d96ea21ccae89a7b581295f34135-Abstract.html},
timestamp = {Fri, 08 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GuoMWHKRK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FosterGKLMS19,
author = {Dylan J. Foster and
Spencer Greenberg and
Satyen Kale and
Haipeng Luo and
Mehryar Mohri and
Karthik Sridharan},
title = {Hypothesis Set Stability and Generalization},
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 = {6726--6736},
year = {2019},
crossref = {DBLP:conf/nips/2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/300d1539c3b6aa1793b5678b857732cf-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FosterGKLMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/alt/2019,
editor = {Aur{\'{e}}lien Garivier and
Satyen Kale},
title = {Algorithmic Learning Theory, {ALT} 2019, 22-24 March 2019, Chicago,
Illinois, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {98},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v98/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/alt/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09149,
author = {Matthew Staib and
Sashank J. Reddi and
Satyen Kale and
Sanjiv Kumar and
Suvrit Sra},
title = {Escaping Saddle Points with Adaptive Gradient Methods},
journal = {CoRR},
volume = {abs/1901.09149},
year = {2019},
url = {http://arxiv.org/abs/1901.09149},
eprinttype = {arXiv},
eprint = {1901.09149},
timestamp = {Sat, 02 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-09149.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-04755,
author = {Dylan J. Foster and
Spencer Greenberg and
Satyen Kale and
Haipeng Luo and
Mehryar Mohri and
Karthik Sridharan},
title = {Hypothesis Set Stability and Generalization},
journal = {CoRR},
volume = {abs/1904.04755},
year = {2019},
url = {http://arxiv.org/abs/1904.04755},
eprinttype = {arXiv},
eprint = {1904.04755},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-04755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-09237,
author = {Sashank J. Reddi and
Satyen Kale and
Sanjiv Kumar},
title = {On the Convergence of Adam and Beyond},
journal = {CoRR},
volume = {abs/1904.09237},
year = {2019},
url = {http://arxiv.org/abs/1904.09237},
eprinttype = {arXiv},
eprint = {1904.09237},
timestamp = {Fri, 26 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-09237.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-06378,
author = {Sai Praneeth Karimireddy and
Satyen Kale and
Mehryar Mohri and
Sashank J. Reddi and
Sebastian U. Stich and
Ananda Theertha Suresh},
title = {{SCAFFOLD:} Stochastic Controlled Averaging for On-Device Federated
Learning},
journal = {CoRR},
volume = {abs/1910.06378},
year = {2019},
url = {http://arxiv.org/abs/1910.06378},
eprinttype = {arXiv},
eprint = {1910.06378},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-06378.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/FosterKLMS18,
author = {Dylan J. Foster and
Satyen Kale and
Haipeng Luo and
Mehryar Mohri and
Karthik Sridharan},
title = {Logistic Regression: The Importance of Being Improper},
booktitle = {Conference On Learning Theory, {COLT} 2018, Stockholm, Sweden, 6-9
July 2018},
pages = {167--208},
year = {2018},
crossref = {DBLP:conf/colt/2018},
url = {http://proceedings.mlr.press/v75/foster18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:23 +0200},
biburl = {https://dblp.org/rec/conf/colt/FosterKLMS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ReddiKK18,
author = {Sashank J. Reddi and
Satyen Kale and
Sanjiv Kumar},
title = {On the Convergence of Adam and Beyond},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
year = {2018},
crossref = {DBLP:conf/iclr/2018},
url = {https://openreview.net/forum?id=ryQu7f-RZ},
timestamp = {Thu, 04 Apr 2019 13:20:09 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ReddiKK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YenKYHKR18,
author = {Ian En{-}Hsu Yen and
Satyen Kale and
Felix X. Yu and
Daniel Niels Holtmann{-}Rice and
Sanjiv Kumar and
Pradeep Ravikumar},
title = {Loss Decomposition for Fast Learning in Large Output Spaces},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
pages = {5626--5635},
year = {2018},
crossref = {DBLP:conf/icml/2018},
url = {http://proceedings.mlr.press/v80/yen18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/YenKYHKR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AaronsonCHKN18,
author = {Scott Aaronson and
Xinyi Chen and
Elad Hazan and
Satyen Kale and
Ashwin Nayak},
title = {Online Learning of Quantum States},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {8976--8986},
year = {2018},
crossref = {DBLP:conf/nips/2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/c1a3d34711ab5d85335331ca0e57f067-Abstract.html},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/AaronsonCHKN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZaheerRSKK18,
author = {Manzil Zaheer and
Sashank J. Reddi and
Devendra Singh Sachan and
Satyen Kale and
Sanjiv Kumar},
title = {Adaptive Methods for Nonconvex Optimization},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {9815--9825},
year = {2018},
crossref = {DBLP:conf/nips/2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/90365351ccc7437a1309dc64e4db32a3-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZaheerRSKK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-00101,
author = {Dylan J. Foster and
Satyen Kale and
Mehryar Mohri and
Karthik Sridharan},
title = {Parameter-free online learning via model selection},
journal = {CoRR},
volume = {abs/1801.00101},
year = {2018},
url = {http://arxiv.org/abs/1801.00101},
eprinttype = {arXiv},
eprint = {1801.00101},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-00101.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-09349,
author = {Dylan J. Foster and
Satyen Kale and
Haipeng Luo and
Mehryar Mohri and
Karthik Sridharan},
title = {Logistic Regression: The Importance of Being Improper},
journal = {CoRR},
volume = {abs/1803.09349},
year = {2018},
url = {http://arxiv.org/abs/1803.09349},
eprinttype = {arXiv},
eprint = {1803.09349},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-09349.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-07076,
author = {Sashank J. Reddi and
Satyen Kale and
Felix X. Yu and
Daniel N. Holtmann{-}Rice and
Jiecao Chen and
Sanjiv Kumar},
title = {Stochastic Negative Mining for Learning with Large Output Spaces},
journal = {CoRR},
volume = {abs/1810.07076},
year = {2018},
url = {http://arxiv.org/abs/1810.07076},
eprinttype = {arXiv},
eprint = {1810.07076},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-07076.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamcomp/HazanKS17,
author = {Elad Hazan and
Satyen Kale and
Shai Shalev{-}Shwartz},
title = {Near-Optimal Algorithms for Online Matrix Prediction},
journal = {{SIAM} J. Comput.},
volume = {46},
number = {2},
pages = {744--773},
year = {2017},
url = {https://doi.org/10.1137/120895731},
doi = {10.1137/120895731},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/siamcomp/HazanKS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KaleS17,
author = {Satyen Kale and
Ohad Shamir},
title = {Preface: Conference on Learning Theory (COLT), 2017},
booktitle = {Proceedings of the 30th Conference on Learning Theory, {COLT} 2017,
Amsterdam, The Netherlands, 7-10 July 2017},
pages = {1--3},
year = {2017},
crossref = {DBLP:conf/colt/2017},
url = {http://proceedings.mlr.press/v65/kale17a.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/KaleS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KaleKLP17,
author = {Satyen Kale and
Zohar S. Karnin and
Tengyuan Liang and
D{\'{a}}vid P{\'{a}}l},
title = {Adaptive Feature Selection: Computationally Efficient Online Sparse
Linear Regression under {RIP}},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
pages = {1780--1788},
year = {2017},
crossref = {DBLP:conf/icml/2017},
url = {http://proceedings.mlr.press/v70/kale17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/KaleKLP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FosterKMS17,
author = {Dylan J. Foster and
Satyen Kale and
Mehryar Mohri and
Karthik Sridharan},
title = {Parameter-Free Online Learning via Model Selection},
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 = {6020--6030},
year = {2017},
crossref = {DBLP:conf/nips/2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/a2186aa7c086b46ad4e8bf81e2a3a19b-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/FosterKMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2017,
editor = {Satyen Kale and
Ohad Shamir},
title = {Proceedings of the 30th Conference on Learning Theory, {COLT} 2017,
Amsterdam, The Netherlands, 7-10 July 2017},
series = {Proceedings of Machine Learning Research},
volume = {65},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v65/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KaleKLP17,
author = {Satyen Kale and
Zohar S. Karnin and
Tengyuan Liang and
D{\'{a}}vid P{\'{a}}l},
title = {Adaptive Feature Selection: Computationally Efficient Online Sparse
Linear Regression under {RIP}},
journal = {CoRR},
volume = {abs/1706.04690},
year = {2017},
url = {http://arxiv.org/abs/1706.04690},
eprinttype = {arXiv},
eprint = {1706.04690},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KaleKLP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jacm/AroraK16,
author = {Sanjeev Arora and
Satyen Kale},
title = {A Combinatorial, Primal-Dual Approach to Semidefinite Programs},
journal = {J. {ACM}},
volume = {63},
number = {2},
pages = {12:1--12:35},
year = {2016},
url = {https://doi.org/10.1145/2837020},
doi = {10.1145/2837020},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jacm/AroraK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HazanKW16,
author = {Elad Hazan and
Satyen Kale and
Manfred K. Warmuth},
title = {Learning rotations with little regret},
journal = {Mach. Learn.},
volume = {104},
number = {1},
pages = {129--148},
year = {2016},
url = {https://doi.org/10.1007/s10994-016-5548-x},
doi = {10.1007/S10994-016-5548-X},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HazanKW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/FosterKK16,
author = {Dean P. Foster and
Satyen Kale and
Howard J. Karloff},
title = {Online Sparse Linear Regression},
booktitle = {Proceedings of the 29th Conference on Learning Theory, {COLT} 2016,
New York, USA, June 23-26, 2016},
pages = {960--970},
year = {2016},
crossref = {DBLP:conf/colt/2016},
url = {http://proceedings.mlr.press/v49/foster16.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/colt/FosterKK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalp/EladKN16,
author = {Noa Elad and
Satyen Kale and
Joseph (Seffi) Naor},
title = {Online Semidefinite Programming},
booktitle = {43rd International Colloquium on Automata, Languages, and Programming,
{ICALP} 2016, July 11-15, 2016, Rome, Italy},
pages = {40:1--40:13},
year = {2016},
crossref = {DBLP:conf/icalp/2016},
url = {https://doi.org/10.4230/LIPIcs.ICALP.2016.40},
doi = {10.4230/LIPICS.ICALP.2016.40},
timestamp = {Tue, 11 Feb 2020 15:52:14 +0100},
biburl = {https://dblp.org/rec/conf/icalp/EladKN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/BeygelzimerKL16,
author = {Alina Beygelzimer and
Satyen Kale and
Haipeng Luo},
title = {Optimal and Adaptive Algorithms for Online Boosting},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {4120--4124},
year = {2016},
crossref = {DBLP:conf/ijcai/2016},
url = {http://www.ijcai.org/Abstract/16/614},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/BeygelzimerKL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KaleLP16,
author = {Satyen Kale and
Chansoo Lee and
D{\'{a}}vid P{\'{a}}l},
title = {Hardness of Online Sleeping Combinatorial Optimization Problems},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {2181--2189},
year = {2016},
crossref = {DBLP:conf/nips/2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/184260348236f9554fe9375772ff966e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KaleLP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FosterKK16,
author = {Dean P. Foster and
Satyen Kale and
Howard J. Karloff},
title = {Online Sparse Linear Regression},
journal = {CoRR},
volume = {abs/1603.02250},
year = {2016},
url = {http://arxiv.org/abs/1603.02250},
eprinttype = {arXiv},
eprint = {1603.02250},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FosterKK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AminKTT15,
author = {Kareem Amin and
Satyen Kale and
Gerald Tesauro and
Deepak S. Turaga},
title = {Budgeted Prediction with Expert Advice},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {2490--2496},
year = {2015},
crossref = {DBLP:conf/aaai/2015},
url = {https://doi.org/10.1609/aaai.v29i1.9621},
doi = {10.1609/AAAI.V29I1.9621},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AminKTT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BeygelzimerKL15,
author = {Alina Beygelzimer and
Satyen Kale and
Haipeng Luo},
title = {Optimal and Adaptive Algorithms for Online Boosting},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
pages = {2323--2331},
year = {2015},
crossref = {DBLP:conf/icml/2015},
url = {http://proceedings.mlr.press/v37/beygelzimer15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/BeygelzimerKL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BeygelzimerHKL15,
author = {Alina Beygelzimer and
Elad Hazan and
Satyen Kale and
Haipeng Luo},
title = {Online Gradient Boosting},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2458--2466},
year = {2015},
crossref = {DBLP:conf/nips/2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/0a1bf96b7165e962e90cb14648c9462d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BeygelzimerHKL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2015,
editor = {Peter Gr{\"{u}}nwald and
Elad Hazan and
Satyen Kale},
title = {Proceedings of The 28th Conference on Learning Theory, {COLT} 2015,
Paris, France, July 3-6, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {40},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v40/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BeygelzimerKL15,
author = {Alina Beygelzimer and
Satyen Kale and
Haipeng Luo},
title = {Optimal and Adaptive Algorithms for Online Boosting},
journal = {CoRR},
volume = {abs/1502.02651},
year = {2015},
url = {http://arxiv.org/abs/1502.02651},
eprinttype = {arXiv},
eprint = {1502.02651},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BeygelzimerKL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BeygelzimerHKL15,
author = {Alina Beygelzimer and
Elad Hazan and
Satyen Kale and
Haipeng Luo},
title = {Online Gradient Boosting},
journal = {CoRR},
volume = {abs/1506.04820},
year = {2015},
url = {http://arxiv.org/abs/1506.04820},
eprinttype = {arXiv},
eprint = {1506.04820},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BeygelzimerHKL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KaleLP15,
author = {Satyen Kale and
Chansoo Lee and
D{\'{a}}vid P{\'{a}}l},
title = {Hardness of Online Sleeping Combinatorial Optimization Problems},
journal = {CoRR},
volume = {abs/1509.03600},
year = {2015},
url = {http://arxiv.org/abs/1509.03600},
eprinttype = {arXiv},
eprint = {1509.03600},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KaleLP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HazanK14,
author = {Elad Hazan and
Satyen Kale},
title = {Beyond the regret minimization barrier: optimal algorithms for stochastic
strongly-convex optimization},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {2489--2512},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2670328},
doi = {10.5555/2627435.2670328},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HazanK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Kale14,
author = {Satyen Kale},
title = {Multiarmed Bandits With Limited Expert Advice},
booktitle = {Proceedings of The 27th Conference on Learning Theory, {COLT} 2014,
Barcelona, Spain, June 13-15, 2014},
pages = {107--122},
year = {2014},
crossref = {DBLP:conf/colt/2014},
url = {http://proceedings.mlr.press/v35/kale14a.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/Kale14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Kale14a,
author = {Satyen Kale},
title = {Open Problem: Efficient Online Sparse Regression},
booktitle = {Proceedings of The 27th Conference on Learning Theory, {COLT} 2014,
Barcelona, Spain, June 13-15, 2014},
pages = {1299--1301},
year = {2014},
crossref = {DBLP:conf/colt/2014},
url = {http://proceedings.mlr.press/v35/kale14b.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Kale14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AgarwalHKLLS14,
author = {Alekh Agarwal and
Daniel J. Hsu and
Satyen Kale and
John Langford and
Lihong Li and
Robert E. Schapire},
title = {Taming the Monster: {A} Fast and Simple Algorithm for Contextual Bandits},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
pages = {1638--1646},
year = {2014},
crossref = {DBLP:conf/icml/2014},
url = {http://proceedings.mlr.press/v32/agarwalb14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/AgarwalHKLLS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AgarwalHKLLS14,
author = {Alekh Agarwal and
Daniel J. Hsu and
Satyen Kale and
John Langford and
Lihong Li and
Robert E. Schapire},
title = {Taming the Monster: {A} Fast and Simple Algorithm for Contextual Bandits},
journal = {CoRR},
volume = {abs/1402.0555},
year = {2014},
url = {http://arxiv.org/abs/1402.0555},
eprinttype = {arXiv},
eprint = {1402.0555},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AgarwalHKLLS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamcomp/KalePS13,
author = {Satyen Kale and
Yuval Peres and
C. Seshadhri},
title = {Noise Tolerance of Expanders and Sublinear Expansion Reconstruction},
journal = {{SIAM} J. Comput.},
volume = {42},
number = {1},
pages = {305--323},
year = {2013},
url = {https://doi.org/10.1137/110837863},
doi = {10.1137/110837863},
timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamcomp/KalePS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/approx/GuptaKNSS13,
author = {Anupam Gupta and
Satyen Kale and
Viswanath Nagarajan and
Rishi Saket and
Baruch Schieber},
title = {The Approximability of the Binary Paintshop Problem},
booktitle = {Approximation, Randomization, and Combinatorial Optimization. Algorithms
and Techniques - 16th International Workshop, {APPROX} 2013, and 17th
International Workshop, {RANDOM} 2013, Berkeley, CA, USA, August 21-23,
2013. Proceedings},
pages = {205--217},
year = {2013},
crossref = {DBLP:conf/approx/2013},
url = {https://doi.org/10.1007/978-3-642-40328-6\_15},
doi = {10.1007/978-3-642-40328-6\_15},
timestamp = {Tue, 21 Sep 2021 09:36:24 +0200},
biburl = {https://dblp.org/rec/conf/approx/GuptaKNSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GhoshKLM13,
author = {Arpita Ghosh and
Satyen Kale and
Kevin J. Lang and
Benjamin Moseley},
title = {Bargaining for Revenue Shares on Tree Trading Networks},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {129--135},
year = {2013},
crossref = {DBLP:conf/ijcai/2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6767},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/GhoshKLM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AbernethyK13,
author = {Jacob D. Abernethy and
Satyen Kale},
title = {Adaptive Market Making via Online Learning},
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 = {2058--2066},
year = {2013},
crossref = {DBLP:conf/nips/2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/995e1fda4a2b5f55ef0df50868bf2a8f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AbernethyK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-5822,
author = {Arpita Ghosh and
Satyen Kale and
Kevin J. Lang and
Benjamin Moseley},
title = {Bargaining for Revenue Shares on Tree Trading Networks},
journal = {CoRR},
volume = {abs/1304.5822},
year = {2013},
url = {http://arxiv.org/abs/1304.5822},
eprinttype = {arXiv},
eprint = {1304.5822},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-5822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Kale13,
author = {Satyen Kale},
title = {Multiarmed Bandits With Limited Expert Advice},
journal = {CoRR},
volume = {abs/1306.4653},
year = {2013},
url = {http://arxiv.org/abs/1306.4653},
eprinttype = {arXiv},
eprint = {1306.4653},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Kale13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HazanK12a,
author = {Elad Hazan and
Satyen Kale},
title = {Online submodular minimization},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2903--2922},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503334},
doi = {10.5555/2503308.2503334},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HazanK12a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/toc/AroraHK12,
author = {Sanjeev Arora and
Elad Hazan and
Satyen Kale},
title = {The Multiplicative Weights Update Method: a Meta-Algorithm and Applications},
journal = {Theory Comput.},
volume = {8},
number = {1},
pages = {121--164},
year = {2012},
url = {https://doi.org/10.4086/toc.2012.v008a006},
doi = {10.4086/TOC.2012.V008A006},
timestamp = {Sun, 21 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/toc/AroraHK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AvronKKS12,
author = {Haim Avron and
Satyen Kale and
Shiva Prasad Kasiviswanathan and
Vikas Sindhwani},
title = {Efficient and Practical Stochastic Subgradient Descent for Nuclear
Norm Regularization},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
year = {2012},
crossref = {DBLP:conf/icml/2012},
url = {http://icml.cc/2012/papers/617.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AvronKKS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HazanK12,
author = {Elad Hazan and
Satyen Kale},
title = {Projection-free Online Learning},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
year = {2012},
crossref = {DBLP:conf/icml/2012},
url = {http://icml.cc/2012/papers/292.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HazanK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Kale12,
author = {Satyen Kale},
title = {Commentary on "Online Optimization with Gradual Variations"},
booktitle = {{COLT} 2012 - The 25th Annual Conference on Learning Theory, June
25-27, 2012, Edinburgh, Scotland},
pages = {6.21--6.24},
year = {2012},
crossref = {DBLP:conf/colt/2012},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Kale12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AgarwalDKLS12,
author = {Alekh Agarwal and
Miroslav Dud{\'{\i}}k and
Satyen Kale and
John Langford and
Robert E. Schapire},
title = {Contextual Bandit Learning with Predictable Rewards},
booktitle = {Proceedings of the Fifteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
Spain, April 21-23, 2012},
pages = {19--26},
year = {2012},
crossref = {DBLP:conf/aistats/2012},
url = {http://proceedings.mlr.press/v22/agarwal12.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AgarwalDKLS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HazanKS12,
author = {Elad Hazan and
Satyen Kale and
Shai Shalev{-}Shwartz},
title = {Near-Optimal Algorithms for Online Matrix Prediction},
booktitle = {{COLT} 2012 - The 25th Annual Conference on Learning Theory, June
25-27, 2012, Edinburgh, Scotland},
pages = {38.1--38.13},
year = {2012},
crossref = {DBLP:conf/colt/2012},
url = {http://proceedings.mlr.press/v23/hazan12b/hazan12b.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HazanKS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-1334,
author = {Alekh Agarwal and
Miroslav Dud{\'{\i}}k and
Satyen Kale and
John Langford and
Robert E. Schapire},
title = {Contextual Bandit Learning with Predictable Rewards},
journal = {CoRR},
volume = {abs/1202.1334},
year = {2012},
url = {http://arxiv.org/abs/1202.1334},
eprinttype = {arXiv},
eprint = {1202.1334},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-1334.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1204-0136,
author = {Elad Hazan and
Satyen Kale and
Shai Shalev{-}Shwartz},
title = {Near-Optimal Algorithms for Online Matrix Prediction},
journal = {CoRR},
volume = {abs/1204.0136},
year = {2012},
url = {http://arxiv.org/abs/1204.0136},
eprinttype = {arXiv},
eprint = {1204.0136},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1204-0136.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-4657,
author = {Elad Hazan and
Satyen Kale},
title = {Projection-free Online Learning},
journal = {CoRR},
volume = {abs/1206.4657},
year = {2012},
url = {http://arxiv.org/abs/1206.4657},
eprinttype = {arXiv},
eprint = {1206.4657},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-4657.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HazanK11,
author = {Elad Hazan and
Satyen Kale},
title = {Better Algorithms for Benign Bandits},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {1287--1311},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2021042},
doi = {10.5555/1953048.2021042},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HazanK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamcomp/KaleS11,
author = {Satyen Kale and
C. Seshadhri},
title = {An Expansion Tester for Bounded Degree Graphs},
journal = {{SIAM} J. Comput.},
volume = {40},
number = {3},
pages = {709--720},
year = {2011},
url = {https://doi.org/10.1137/100802980},
doi = {10.1137/100802980},
timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamcomp/KaleS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/innovations/KaleS11,
author = {Satyen Kale and
C. Seshadhri},
title = {Combinatorial Approximation Algorithms for MaxCut using Random Walks},
booktitle = {Innovations in Computer Science - {ICS} 2011, Tsinghua University,
Beijing, China, January 7-9, 2011. Proceedings},
pages = {367--388},
year = {2011},
crossref = {DBLP:conf/innovations/2011},
url = {http://conference.iiis.tsinghua.edu.cn/ICS2011/content/papers/20.html},
timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/innovations/KaleS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/innovations/KaleKV11,
author = {Satyen Kale and
Ravi Kumar and
Sergei Vassilvitskii},
title = {Cross-Validation and Mean-Square Stability},
booktitle = {Innovations in Computer Science - {ICS} 2011, Tsinghua University,
Beijing, China, January 7-9, 2011. Proceedings},
pages = {487--495},
year = {2011},
crossref = {DBLP:conf/innovations/2011},
url = {http://conference.iiis.tsinghua.edu.cn/ICS2011/content/papers/31.html},
timestamp = {Wed, 04 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/innovations/KaleKV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HazanK11,
author = {Elad Hazan and
Satyen Kale},
title = {Newtron: an Efficient Bandit algorithm for Online Multiclass Prediction},
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 = {891--899},
year = {2011},
crossref = {DBLP:conf/nips/2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/fde9264cf376fffe2ee4ddf4a988880d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HazanK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/GhoshKM11,
author = {Arpita Ghosh and
Satyen Kale and
R. Preston McAfee},
title = {Who moderates the moderators?: crowdsourcing abuse detection in user-generated
content},
booktitle = {Proceedings 12th {ACM} Conference on Electronic Commerce (EC-2011),
San Jose, CA, USA, June 5-9, 2011},
pages = {167--176},
year = {2011},
crossref = {DBLP:conf/sigecom/2011},
url = {https://doi.org/10.1145/1993574.1993599},
doi = {10.1145/1993574.1993599},
timestamp = {Tue, 27 Nov 2018 11:56:48 +0100},
biburl = {https://dblp.org/rec/conf/sigecom/GhoshKM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DudikHKKLRZ11,
author = {Miroslav Dud{\'{\i}}k and
Daniel J. Hsu and
Satyen Kale and
Nikos Karampatziakis and
John Langford and
Lev Reyzin and
Tong Zhang},
title = {Efficient Optimal Learning for Contextual Bandits},
booktitle = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
pages = {169--178},
year = {2011},
crossref = {DBLP:conf/uai/2011},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2246\&\#38;proceeding\_id=27},
timestamp = {Wed, 03 Feb 2021 11:09:03 +0100},
biburl = {https://dblp.org/rec/conf/uai/DudikHKKLRZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HazanK11a,
author = {Elad Hazan and
Satyen Kale},
title = {Beyond the regret minimization barrier: an optimal algorithm for stochastic
strongly-convex optimization},
booktitle = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
9-11, 2011, Budapest, Hungary},
pages = {421--436},
year = {2011},
crossref = {DBLP:conf/colt/2011},
url = {http://proceedings.mlr.press/v19/hazan11a/hazan11a.pdf},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HazanK11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HazanK11b,
author = {Elad Hazan and
Satyen Kale},
title = {A simple multi-armed bandit algorithm with optimal variation-bounded
regret},
booktitle = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
9-11, 2011, Budapest, Hungary},
pages = {817--820},
year = {2011},
crossref = {DBLP:conf/colt/2011},
url = {http://proceedings.mlr.press/v19/hazan11b/hazan11b.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HazanK11b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-2369,
author = {Miroslav Dud{\'{\i}}k and
Daniel J. Hsu and
Satyen Kale and
Nikos Karampatziakis and
John Langford and
Lev Reyzin and
Tong Zhang},
title = {Efficient Optimal Learning for Contextual Bandits},
journal = {CoRR},
volume = {abs/1106.2369},
year = {2011},
url = {http://arxiv.org/abs/1106.2369},
eprinttype = {arXiv},
eprint = {1106.2369},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-2369.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HazanK10,
author = {Elad Hazan and
Satyen Kale},
title = {Extracting certainty from uncertainty: regret bounded by variation
in costs},
journal = {Mach. Learn.},
volume = {80},
number = {2-3},
pages = {165--188},
year = {2010},
url = {https://doi.org/10.1007/s10994-010-5175-x},
doi = {10.1007/S10994-010-5175-X},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HazanK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamcomp/AroraHK10,
author = {Sanjeev Arora and
Elad Hazan and
Satyen Kale},
title = {O(sqrt(log(n)) Approximation to {SPARSEST} {CUT} in {\~{O}}(n\({}^{\mbox{2}}\))
Time},
journal = {{SIAM} J. Comput.},
volume = {39},
number = {5},
pages = {1748--1771},
year = {2010},
url = {https://doi.org/10.1137/080731049},
doi = {10.1137/080731049},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/siamcomp/AroraHK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HazanKW10,
author = {Elad Hazan and
Satyen Kale and
Manfred K. Warmuth},
title = {Learning Rotations with Little Regret},
booktitle = {{COLT} 2010 - The 23rd Conference on Learning Theory, Haifa, Israel,
June 27-29, 2010},
pages = {144--154},
year = {2010},
crossref = {DBLP:conf/colt/2010},
url = {http://colt2010.haifa.il.ibm.com/papers/COLT2010proceedings.pdf\#page=152},
timestamp = {Tue, 25 Jan 2022 13:23:33 +0100},
biburl = {https://dblp.org/rec/conf/colt/HazanKW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HazanKW10a,
author = {Elad Hazan and
Satyen Kale and
Manfred K. Warmuth},
title = {On-line Variance Minimization in O(n2) per Trial?},
booktitle = {{COLT} 2010 - The 23rd Conference on Learning Theory, Haifa, Israel,
June 27-29, 2010},
pages = {314--315},
year = {2010},
crossref = {DBLP:conf/colt/2010},
url = {http://colt2010.haifa.il.ibm.com/papers/COLT2010proceedings.pdf\#page=322},
timestamp = {Tue, 25 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/HazanKW10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KaleRS10,
author = {Satyen Kale and
Lev Reyzin and
Robert E. Schapire},
title = {Non-Stochastic Bandit Slate Problems},
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 = {1054--1062},
year = {2010},
crossref = {DBLP:conf/nips/2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/390e982518a50e280d8e2b535462ec1f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KaleRS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1008-3938,
author = {Satyen Kale and
C. Seshadhri},
title = {Combinatorial Approximation Algorithms for MaxCut using Random Walks},
journal = {CoRR},
volume = {abs/1008.3938},
year = {2010},
url = {http://arxiv.org/abs/1008.3938},
eprinttype = {arXiv},
eprint = {1008.3938},
timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1008-3938.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HazanK09,
author = {Elad Hazan and
Satyen Kale},
title = {Beyond Convexity: Online Submodular Minimization},
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 = {700--708},
year = {2009},
crossref = {DBLP:conf/nips/2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/f770b62bc8f42a0b66751fe636fc6eb0-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HazanK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HazanK09a,
author = {Elad Hazan and
Satyen Kale},
title = {On Stochastic and Worst-case Models for Investing},
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 = {709--717},
year = {2009},
crossref = {DBLP:conf/nips/2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/26337353b7962f533d78c762373b3318-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HazanK09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/HazanK09,
author = {Elad Hazan and
Satyen Kale},
title = {Better algorithms for benign bandits},
booktitle = {Proceedings of the Twentieth Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2009, New York, NY, USA, January 4-6, 2009},
pages = {38--47},
year = {2009},
crossref = {DBLP:conf/soda/2009},
url = {https://doi.org/10.1137/1.9781611973068.5},
doi = {10.1137/1.9781611973068.5},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/soda/HazanK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/BarakHK09,
author = {Boaz Barak and
Moritz Hardt and
Satyen Kale},
title = {The uniform hardcore lemma via approximate Bregman projections},
booktitle = {Proceedings of the Twentieth Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2009, New York, NY, USA, January 4-6, 2009},
pages = {1193--1200},
year = {2009},
crossref = {DBLP:conf/soda/2009},
url = {https://doi.org/10.1137/1.9781611973068.129},
doi = {10.1137/1.9781611973068.129},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/soda/BarakHK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HazanK08,
author = {Elad Hazan and
Satyen Kale},
title = {Extracting Certainty from Uncertainty: Regret Bounded by Variation
in Costs},
booktitle = {21st Annual Conference on Learning Theory - {COLT} 2008, Helsinki,
Finland, July 9-12, 2008},
pages = {57--68},
year = {2008},
crossref = {DBLP:conf/colt/2008},
url = {http://colt2008.cs.helsinki.fi/papers/46-Hazan.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/HazanK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/KalePS08,
author = {Satyen Kale and
Yuval Peres and
C. Seshadhri},
title = {Noise Tolerance of Expanders and Sublinear Expander Reconstruction},
booktitle = {49th Annual {IEEE} Symposium on Foundations of Computer Science, {FOCS}
2008, October 25-28, 2008, Philadelphia, PA, {USA}},
pages = {719--728},
year = {2008},
crossref = {DBLP:conf/focs/2008},
url = {https://doi.org/10.1109/FOCS.2008.65},
doi = {10.1109/FOCS.2008.65},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/focs/KalePS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalp/KaleS08,
author = {Satyen Kale and
C. Seshadhri},
title = {An Expansion Tester for Bounded Degree Graphs},
booktitle = {Automata, Languages and Programming, 35th International Colloquium,
{ICALP} 2008, Reykjavik, Iceland, July 7-11, 2008, Proceedings, Part
{I:} Tack {A:} Algorithms, Automata, Complexity, and Games},
pages = {527--538},
year = {2008},
crossref = {DBLP:conf/icalp/2008-1},
url = {https://doi.org/10.1007/978-3-540-70575-8\_43},
doi = {10.1007/978-3-540-70575-8\_43},
timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icalp/KaleS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ivc/RanadeMK07,
author = {Abhiram G. Ranade and
Srikanth S. Mahabalarao and
Satyen Kale},
title = {A variation on {SVD} based image compression},
journal = {Image Vis. Comput.},
volume = {25},
number = {6},
pages = {771--777},
year = {2007},
url = {https://doi.org/10.1016/j.imavis.2006.07.004},
doi = {10.1016/J.IMAVIS.2006.07.004},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ivc/RanadeMK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HazanAK07,
author = {Elad Hazan and
Amit Agarwal and
Satyen Kale},
title = {Logarithmic regret algorithms for online convex optimization},
journal = {Mach. Learn.},
volume = {69},
number = {2-3},
pages = {169--192},
year = {2007},
url = {https://doi.org/10.1007/s10994-007-5016-8},
doi = {10.1007/S10994-007-5016-8},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HazanAK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HazanK07,
author = {Elad Hazan and
Satyen Kale},
title = {Computational Equivalence of Fixed Points and No Regret Algorithms,
and Convergence to Equilibria},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {625--632},
year = {2007},
crossref = {DBLP:conf/nips/2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/e4bb4c5173c2ce17fd8fcd40041c068f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HazanK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pods/BarakCDKMT07,
author = {Boaz Barak and
Kamalika Chaudhuri and
Cynthia Dwork and
Satyen Kale and
Frank McSherry and
Kunal Talwar},
title = {Privacy, accuracy, and consistency too: a holistic solution to contingency
table release},
booktitle = {Proceedings of the Twenty-Sixth {ACM} {SIGACT-SIGMOD-SIGART} Symposium
on Principles of Database Systems, June 11-13, 2007, Beijing, China},
pages = {273--282},
year = {2007},
crossref = {DBLP:conf/pods/2007},
url = {https://doi.org/10.1145/1265530.1265569},
doi = {10.1145/1265530.1265569},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pods/BarakCDKMT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/JayramKV07,
author = {T. S. Jayram and
Satyen Kale and
Erik Vee},
title = {Efficient aggregation algorithms for probabilistic data},
booktitle = {Proceedings of the Eighteenth Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2007, New Orleans, Louisiana, USA, January 7-9,
2007},
pages = {346--355},
year = {2007},
crossref = {DBLP:conf/soda/2007},
url = {http://dl.acm.org/citation.cfm?id=1283383.1283420},
timestamp = {Tue, 15 Feb 2022 07:54:27 +0100},
biburl = {https://dblp.org/rec/conf/soda/JayramKV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/AroraK07,
author = {Sanjeev Arora and
Satyen Kale},
title = {A combinatorial, primal-dual approach to semidefinite programs},
booktitle = {Proceedings of the 39th Annual {ACM} Symposium on Theory of Computing,
San Diego, California, USA, June 11-13, 2007},
pages = {227--236},
year = {2007},
crossref = {DBLP:conf/stoc/2007},
url = {https://doi.org/10.1145/1250790.1250823},
doi = {10.1145/1250790.1250823},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stoc/AroraK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/Kale07,
author = {Satyen Kale},
title = {Boosting and hard-core set constructions: a simplified approach},
journal = {Electron. Colloquium Comput. Complex.},
volume = {{TR07-131}},
year = {2007},
url = {https://eccc.weizmann.ac.il/eccc-reports/2007/TR07-131/index.html},
eprinttype = {ECCC},
eprint = {TR07-131},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eccc/Kale07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/KaleS07,
author = {Satyen Kale and
C. Seshadhri},
title = {Testing Expansion in Bounded Degree Graphs},
journal = {Electron. Colloquium Comput. Complex.},
volume = {{TR07-076}},
year = {2007},
url = {https://eccc.weizmann.ac.il/eccc-reports/2007/TR07-076/index.html},
eprinttype = {ECCC},
eprint = {TR07-076},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eccc/KaleS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/approx/AroraHK06,
author = {Sanjeev Arora and
Elad Hazan and
Satyen Kale},
title = {A Fast Random Sampling Algorithm for Sparsifying Matrices},
booktitle = {Approximation, Randomization, and Combinatorial Optimization. Algorithms
and Techniques, 9th International Workshop on Approximation Algorithms
for Combinatorial Optimization Problems, {APPROX} 2006 and 10th International
Workshop on Randomization and Computation, {RANDOM} 2006, Barcelona,
Spain, August 28-30 2006, Proceedings},
pages = {272--279},
year = {2006},
crossref = {DBLP:conf/approx/2006},
url = {https://doi.org/10.1007/11830924\_26},
doi = {10.1007/11830924\_26},
timestamp = {Tue, 21 Sep 2021 09:36:24 +0200},
biburl = {https://dblp.org/rec/conf/approx/AroraHK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HazanKKA06,
author = {Elad Hazan and
Adam Kalai and
Satyen Kale and
Amit Agarwal},
title = {Logarithmic Regret Algorithms for Online Convex Optimization},
booktitle = {Learning Theory, 19th Annual Conference on Learning Theory, {COLT}
2006, Pittsburgh, PA, USA, June 22-25, 2006, Proceedings},
pages = {499--513},
year = {2006},
crossref = {DBLP:conf/colt/2006},
url = {https://doi.org/10.1007/11776420\_37},
doi = {10.1007/11776420\_37},
timestamp = {Fri, 08 Sep 2023 21:18:17 +0200},
biburl = {https://dblp.org/rec/conf/colt/HazanKKA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AgarwalHKS06,
author = {Amit Agarwal and
Elad Hazan and
Satyen Kale and
Robert E. Schapire},
title = {Algorithms for portfolio management based on the Newton method},
booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference
{(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
pages = {9--16},
year = {2006},
crossref = {DBLP:conf/icml/2006},
url = {https://doi.org/10.1145/1143844.1143846},
doi = {10.1145/1143844.1143846},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AgarwalHKS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/AroraHK05,
author = {Sanjeev Arora and
Elad Hazan and
Satyen Kale},
title = {Fast Algorithms for Approximate Semide.nite Programming using the
Multiplicative Weights Update Method},
booktitle = {46th Annual {IEEE} Symposium on Foundations of Computer Science {(FOCS}
2005), 23-25 October 2005, Pittsburgh, PA, USA, Proceedings},
pages = {339--348},
year = {2005},
crossref = {DBLP:conf/focs/2005},
url = {https://doi.org/10.1109/SFCS.2005.35},
doi = {10.1109/SFCS.2005.35},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/focs/AroraHK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdcsw/KaleHCS05,
author = {Satyen Kale and
Elad Hazan and
Fengyun Cao and
Jaswinder Pal Singh},
title = {Analysis and Algorithms for Content-Based Event Matching},
booktitle = {25th International Conference on Distributed Computing Systems Workshops
{(ICDCS} 2005 Workshops), 6-10 June 2005, Columbus, OH, {USA}},
pages = {363--369},
year = {2005},
crossref = {DBLP:conf/icdcsw/2005},
url = {https://doi.org/10.1109/ICDCSW.2005.40},
doi = {10.1109/ICDCSW.2005.40},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdcsw/KaleHCS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/AroraHK04,
author = {Sanjeev Arora and
Elad Hazan and
Satyen Kale},
title = {0(sqrt (log n)) Approximation to {SPARSEST} {CUT} in {\~{O}}(n\({}^{\mbox{2}}\))
Time},
booktitle = {45th Symposium on Foundations of Computer Science {(FOCS} 2004), 17-19
October 2004, Rome, Italy, Proceedings},
pages = {238--247},
year = {2004},
crossref = {DBLP:conf/focs/2004},
url = {https://doi.org/10.1109/FOCS.2004.1},
doi = {10.1109/FOCS.2004.1},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/focs/AroraHK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2023,
editor = {Gergely Neu and
Lorenzo Rosasco},
title = {The Thirty Sixth Annual Conference on Learning Theory, {COLT} 2023,
12-15 July 2023, Bangalore, India},
series = {Proceedings of Machine Learning Research},
volume = {195},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v195/},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/colt/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2023,
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
publisher = {{PMLR}},
year = {2023},
url = {http://proceedings.mlr.press/v202/},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/icml/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2022,
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
publisher = {{PMLR}},
year = {2022},
url = {http://proceedings.mlr.press/v151/},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/aistats/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/alt/2022,
editor = {Sanjoy Dasgupta and
Nika Haghtalab},
title = {International Conference on Algorithmic Learning Theory, 29 March
- 1 April 2022, Paris, France},
series = {Proceedings of Machine Learning Research},
volume = {167},
publisher = {{PMLR}},
year = {2022},
url = {http://proceedings.mlr.press/v167/},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/alt/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2022,
editor = {Po{-}Ling Loh and
Maxim Raginsky},
title = {Conference on Learning Theory, 2-5 July 2022, London, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {178},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v178/},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/colt/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2022,
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
publisher = {{PMLR}},
year = {2022},
url = {http://proceedings.mlr.press/v162/},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/icml/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2022,
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {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 = {https://papers.nips.cc/paper\_files/paper/2022},
isbn = {9781713871088},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/nips/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/alt/2021,
editor = {Vitaly Feldman and
Katrina Ligett and
Sivan Sabato},
title = {Algorithmic Learning Theory, 16-19 March 2021, Virtual Conference,
Worldwide},
series = {Proceedings of Machine Learning Research},
volume = {132},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v132/},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/alt/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2021,
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/nips/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2020,
title = {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},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/icml/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2020,
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/nips/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2019,
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {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},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/aistats/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/alt/2019,
editor = {Aur{\'{e}}lien Garivier and
Satyen Kale},
title = {Algorithmic Learning Theory, {ALT} 2019, 22-24 March 2019, Chicago,
Illinois, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {98},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v98/},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/alt/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2019,
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/icml/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2019,
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/nips/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2018,
editor = {S{\'{e}}bastien Bubeck and
Vianney Perchet and
Philippe Rigollet},
title = {Conference On Learning Theory, {COLT} 2018, Stockholm, Sweden, 6-9
July 2018},
series = {Proceedings of Machine Learning Research},
volume = {75},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v75/},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/colt/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iclr/2018,
title = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/group?id=ICLR.cc/2018/Conference},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2018,
editor = {Jennifer G. Dy and
Andreas Krause},
title = {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},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/icml/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2018,
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/nips/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2017,
editor = {Satyen Kale and
Ohad Shamir},
title = {Proceedings of the 30th Conference on Learning Theory, {COLT} 2017,
Amsterdam, The Netherlands, 7-10 July 2017},
series = {Proceedings of Machine Learning Research},
volume = {65},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v65/},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/colt/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2017,
editor = {Doina Precup and
Yee Whye Teh},
title = {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},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/icml/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2017,
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 = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/nips/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2016,
editor = {Vitaly Feldman and
Alexander Rakhlin and
Ohad Shamir},
title = {Proceedings of the 29th Conference on Learning Theory, {COLT} 2016,
New York, USA, June 23-26, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {49},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v49/},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/colt/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icalp/2016,
editor = {Ioannis Chatzigiannakis and
Michael Mitzenmacher and
Yuval Rabani and
Davide Sangiorgi},
title = {43rd International Colloquium on Automata, Languages, and Programming,
{ICALP} 2016, July 11-15, 2016, Rome, Italy},
series = {LIPIcs},
volume = {55},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2016},
url = {http://www.dagstuhl.de/dagpub/978-3-95977-013-2},
isbn = {978-3-95977-013-2},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/icalp/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ijcai/2016,
editor = {Subbarao Kambhampati},
title = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Proceedings/2016},
isbn = {978-1-57735-770-4},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2016,
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/nips/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaai/2015,
editor = {Blai Bonet and
Sven Koenig},
title = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
publisher = {{AAAI} Press},
year = {2015},
url = {https://ojs.aaai.org/index.php/AAAI/issue/view/304},
isbn = {978-1-57735-698-1},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/aaai/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2015,
editor = {Francis R. Bach and
David M. Blei},
title = {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},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/icml/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2015,
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/nips/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2014,
editor = {Maria{-}Florina Balcan and
Vitaly Feldman and
Csaba Szepesv{\'{a}}ri},
title = {Proceedings of The 27th Conference on Learning Theory, {COLT} 2014,
Barcelona, Spain, June 13-15, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {35},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v35/},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/colt/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2014,
title = {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},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/icml/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/approx/2013,
editor = {Prasad Raghavendra and
Sofya Raskhodnikova and
Klaus Jansen and
Jos{\'{e}} D. P. Rolim},
title = {Approximation, Randomization, and Combinatorial Optimization. Algorithms
and Techniques - 16th International Workshop, {APPROX} 2013, and 17th
International Workshop, {RANDOM} 2013, Berkeley, CA, USA, August 21-23,
2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8096},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40328-6},
doi = {10.1007/978-3-642-40328-6},
isbn = {978-3-642-40327-9},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/approx/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ijcai/2013,
editor = {Francesca Rossi},
title = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://ijcai.org/proceedings/2013},
isbn = {978-1-57735-633-2},
timestamp = {Sat, 20 Apr 2024 03:04:39 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2013,
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {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},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013},
timestamp = {Sat, 20 Apr 2024 03:04:40 +0200},
biburl = {https://dblp.org/rec/conf/nips/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2012,
title = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
timestamp = {Sat, 20 Apr 2024 03:04:40 +0200},
biburl = {https://dblp.org/rec/conf/icml/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2012,
editor = {Shie Mannor and
Nathan Srebro and
Robert C. Williamson},
title = {{COLT} 2012 - The 25th Annual Conference on Learning Theory, June
25-27, 2012, Edinburgh, Scotland},
series = {{JMLR} Proceedings},
volume = {23},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v23/},
timestamp = {Sat, 20 Apr 2024 03:04:40 +0200},
biburl = {https://dblp.org/rec/conf/colt/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2012,
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {Proceedings of the Fifteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
Spain, April 21-23, 2012},
series = {{JMLR} Proceedings},
volume = {22},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/},
timestamp = {Sat, 20 Apr 2024 03:04:40 +0200},
biburl = {https://dblp.org/rec/conf/aistats/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/innovations/2011,
editor = {Bernard Chazelle},
title = {Innovations in Computer Science - {ICS} 2011, Tsinghua University,
Beijing, China, January 7-9, 2011. Proceedings},
publisher = {Tsinghua University Press},
year = {2011},
isbn = {978-7-302-24517-9},
timestamp = {Sat, 20 Apr 2024 03:04:40 +0200},
biburl = {https://dblp.org/rec/conf/innovations/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2011,
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {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},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011},
timestamp = {Sat, 20 Apr 2024 03:04:40 +0200},
biburl = {https://dblp.org/rec/conf/nips/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigecom/2011,
editor = {Yoav Shoham and
Yan Chen and
Tim Roughgarden},
title = {Proceedings 12th {ACM} Conference on Electronic Commerce (EC-2011),
San Jose, CA, USA, June 5-9, 2011},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1993574},
doi = {10.1145/1993574},
isbn = {978-1-4503-0261-6},
timestamp = {Sat, 20 Apr 2024 03:04:40 +0200},
biburl = {https://dblp.org/rec/conf/sigecom/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/uai/2011,
editor = {F{\'{a}}bio Gagliardi Cozman and
Avi Pfeffer},
title = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
publisher = {{AUAI} Press},
year = {2011},
url = {https://dslpitt.org/uai/displayArticles.jsp?mmnu=1\&smnu=1\&proceeding\_id=27},
isbn = {978-0-9749039-7-2},
timestamp = {Sat, 20 Apr 2024 03:04:40 +0200},
biburl = {https://dblp.org/rec/conf/uai/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2011,
editor = {Sham M. Kakade and
Ulrike von Luxburg},
title = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
9-11, 2011, Budapest, Hungary},
series = {{JMLR} Proceedings},
volume = {19},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v19/},
timestamp = {Sat, 20 Apr 2024 03:04:40 +0200},
biburl = {https://dblp.org/rec/conf/colt/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2010,
editor = {Adam Tauman Kalai and
Mehryar Mohri},
title = {{COLT} 2010 - The 23rd Conference on Learning Theory, Haifa, Israel,
June 27-29, 2010},
publisher = {Omnipress},
year = {2010},
url = {http://colt2010.haifa.il.ibm.com/papers/COLT2010proceedings.pdf},
isbn = {978-0-9822529-2-5},
timestamp = {Sat, 20 Apr 2024 03:04:40 +0200},
biburl = {https://dblp.org/rec/conf/colt/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2010,
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {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},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010},
timestamp = {Sat, 20 Apr 2024 03:04:40 +0200},
biburl = {https://dblp.org/rec/conf/nips/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2009,
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {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},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009},
isbn = {9781615679119},
timestamp = {Sat, 20 Apr 2024 03:04:40 +0200},
biburl = {https://dblp.org/rec/conf/nips/2009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/soda/2009,
editor = {Claire Mathieu},
title = {Proceedings of the Twentieth Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2009, New York, NY, USA, January 4-6, 2009},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611973068},
doi = {10.1137/1.9781611973068},
isbn = {978-0-89871-680-1},
timestamp = {Sat, 20 Apr 2024 03:04:40 +0200},
biburl = {https://dblp.org/rec/conf/soda/2009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2008,
editor = {Rocco A. Servedio and
Tong Zhang},
title = {21st Annual Conference on Learning Theory - {COLT} 2008, Helsinki,
Finland, July 9-12, 2008},
publisher = {Omnipress},
year = {2008},
timestamp = {Sat, 20 Apr 2024 03:04:40 +0200},
biburl = {https://dblp.org/rec/conf/colt/2008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/focs/2008,
title = {49th Annual {IEEE} Symposium on Foundations of Computer Science, {FOCS}
2008, October 25-28, 2008, Philadelphia, PA, {USA}},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://ieeexplore.ieee.org/xpl/conhome/4690923/proceeding},
isbn = {978-0-7695-3436-7},
timestamp = {Sat, 20 Apr 2024 03:04:40 +0200},
biburl = {https://dblp.org/rec/conf/focs/2008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icalp/2008-1,
editor = {Luca Aceto and
Ivan Damg{\aa}rd and
Leslie Ann Goldberg and
Magn{\'{u}}s M. Halld{\'{o}}rsson and
Anna Ing{\'{o}}lfsd{\'{o}}ttir and
Igor Walukiewicz},
title = {Automata, Languages and Programming, 35th International Colloquium,
{ICALP} 2008, Reykjavik, Iceland, July 7-11, 2008, Proceedings, Part
{I:} Tack {A:} Algorithms, Automata, Complexity, and Games},
series = {Lecture Notes in Computer Science},
volume = {5125},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-70575-8},
doi = {10.1007/978-3-540-70575-8},
isbn = {978-3-540-70574-1},
timestamp = {Sat, 20 Apr 2024 03:04:40 +0200},
biburl = {https://dblp.org/rec/conf/icalp/2008-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2007,
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2007},
timestamp = {Sat, 20 Apr 2024 03:04:40 +0200},
biburl = {https://dblp.org/rec/conf/nips/2007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pods/2007,
editor = {Leonid Libkin},
title = {Proceedings of the Twenty-Sixth {ACM} {SIGACT-SIGMOD-SIGART} Symposium
on Principles of Database Systems, June 11-13, 2007, Beijing, China},
publisher = {{ACM}},
year = {2007},
url = {http://dl.acm.org/citation.cfm?id=1265530},
isbn = {978-1-59593-685-1},
timestamp = {Sat, 20 Apr 2024 03:04:40 +0200},
biburl = {https://dblp.org/rec/conf/pods/2007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/soda/2007,
editor = {Nikhil Bansal and
Kirk Pruhs and
Clifford Stein},
title = {Proceedings of the Eighteenth Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2007, New Orleans, Louisiana, USA, January 7-9,
2007},
publisher = {{SIAM}},
year = {2007},
url = {http://dl.acm.org/citation.cfm?id=1283383},
isbn = {978-0-898716-24-5},
timestamp = {Sat, 20 Apr 2024 03:04:40 +0200},
biburl = {https://dblp.org/rec/conf/soda/2007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/stoc/2007,
editor = {David S. Johnson and
Uriel Feige},
title = {Proceedings of the 39th Annual {ACM} Symposium on Theory of Computing,
San Diego, California, USA, June 11-13, 2007},
publisher = {{ACM}},
year = {2007},
isbn = {978-1-59593-631-8},
timestamp = {Sat, 20 Apr 2024 03:04:40 +0200},
biburl = {https://dblp.org/rec/conf/stoc/2007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/approx/2006,
editor = {Josep D{\'{\i}}az and
Klaus Jansen and
Jos{\'{e}} D. P. Rolim and
Uri Zwick},
title = {Approximation, Randomization, and Combinatorial Optimization. Algorithms
and Techniques, 9th International Workshop on Approximation Algorithms
for Combinatorial Optimization Problems, {APPROX} 2006 and 10th International
Workshop on Randomization and Computation, {RANDOM} 2006, Barcelona,
Spain, August 28-30 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4110},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11830924},
doi = {10.1007/11830924},
isbn = {3-540-38044-2},
timestamp = {Sat, 20 Apr 2024 03:04:40 +0200},
biburl = {https://dblp.org/rec/conf/approx/2006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2006,
editor = {G{\'{a}}bor Lugosi and
Hans Ulrich Simon},
title = {Learning Theory, 19th Annual Conference on Learning Theory, {COLT}
2006, Pittsburgh, PA, USA, June 22-25, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4005},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11776420},
doi = {10.1007/11776420},
isbn = {3-540-35294-5},
timestamp = {Sat, 20 Apr 2024 03:04:40 +0200},
biburl = {https://dblp.org/rec/conf/colt/2006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2006,
editor = {William W. Cohen and
Andrew W. Moore},
title = {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},
publisher = {{ACM}},
year = {2006},
url = {https://dl.acm.org/citation.cfm?id=1143844},
isbn = {1-59593-383-2},
timestamp = {Sat, 20 Apr 2024 03:04:40 +0200},
biburl = {https://dblp.org/rec/conf/icml/2006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/focs/2005,
title = {46th Annual {IEEE} Symposium on Foundations of Computer Science {(FOCS}
2005), 23-25 October 2005, Pittsburgh, PA, USA, Proceedings},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://ieeexplore.ieee.org/xpl/conhome/10244/proceeding},
isbn = {0-7695-2468-0},
timestamp = {Sat, 20 Apr 2024 03:04:40 +0200},
biburl = {https://dblp.org/rec/conf/focs/2005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdcsw/2005,
title = {25th International Conference on Distributed Computing Systems Workshops
{(ICDCS} 2005 Workshops), 6-10 June 2005, Columbus, OH, {USA}},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://ieeexplore.ieee.org/xpl/conhome/9817/proceeding},
isbn = {0-7695-2328-5},
timestamp = {Sat, 20 Apr 2024 03:04:40 +0200},
biburl = {https://dblp.org/rec/conf/icdcsw/2005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/focs/2004,
title = {45th Symposium on Foundations of Computer Science {(FOCS} 2004), 17-19
October 2004, Rome, Italy, Proceedings},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://ieeexplore.ieee.org/xpl/conhome/9430/proceeding},
isbn = {0-7695-2228-9},
timestamp = {Sat, 20 Apr 2024 03:04:40 +0200},
biburl = {https://dblp.org/rec/conf/focs/2004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-04-04 22:48 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
