BibTeX records: Brian Bullins

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@inproceedings{DBLP:conf/alt/AgarwalBS23,
  author       = {Naman Agarwal and
                  Brian Bullins and
                  Karan Singh},
  editor       = {Shipra Agrawal and
                  Francesco Orabona},
  title        = {Variance-Reduced Conservative Policy Iteration},
  booktitle    = {International Conference on Algorithmic Learning Theory, February
                  20-23, 2023, Singapore},
  series       = {Proceedings of Machine Learning Research},
  volume       = {201},
  pages        = {3--33},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v201/agarwal23a.html},
  timestamp    = {Wed, 15 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/alt/AgarwalBS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001BA23,
  author       = {Abhijeet Vyas and
                  Brian Bullins and
                  Kamyar Azizzadenesheli},
  editor       = {Andreas Krause and
                  Emma Brunskill and
                  Kyunghyun Cho and
                  Barbara Engelhardt and
                  Sivan Sabato and
                  Jonathan Scarlett},
  title        = {Competitive Gradient Optimization},
  booktitle    = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
                  2023, Honolulu, Hawaii, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {202},
  pages        = {35243--35276},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v202/vyas23a.html},
  timestamp    = {Mon, 28 Aug 2023 17:23:08 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/0001BA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-08389,
  author       = {Abhijeet Vyas and
                  Brian Bullins},
  title        = {Beyond first-order methods for non-convex non-concave min-max optimization},
  journal      = {CoRR},
  volume       = {abs/2304.08389},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2304.08389},
  doi          = {10.48550/ARXIV.2304.08389},
  eprinttype    = {arXiv},
  eprint       = {2304.08389},
  timestamp    = {Wed, 26 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2304-08389.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-15643,
  author       = {Site Bai and
                  Brian Bullins},
  title        = {Federated Composite Saddle Point Optimization},
  journal      = {CoRR},
  volume       = {abs/2305.15643},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.15643},
  doi          = {10.48550/ARXIV.2305.15643},
  eprinttype    = {arXiv},
  eprint       = {2305.15643},
  timestamp    = {Tue, 06 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-15643.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/BullinsL22,
  author       = {Brian Bullins and
                  Kevin A. Lai},
  title        = {Higher-Order Methods for Convex-Concave Min-Max Optimization and Monotone
                  Variational Inequalities},
  journal      = {{SIAM} J. Optim.},
  volume       = {32},
  number       = {3},
  pages        = {2208--2229},
  year         = {2022},
  url          = {https://doi.org/10.1137/21m1395764},
  doi          = {10.1137/21M1395764},
  timestamp    = {Tue, 09 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siamjo/BullinsL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WoodworthBSS22,
  author       = {Blake E. Woodworth and
                  Brian Bullins and
                  Ohad Shamir and
                  Nathan Srebro},
  editor       = {Luc De Raedt},
  title        = {The Min-Max Complexity of Distributed Stochastic Convex Optimization
                  with Intermittent Communication (Extended Abstract)},
  booktitle    = {Proceedings of the Thirty-First International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
                  2022},
  pages        = {5359--5363},
  publisher    = {ijcai.org},
  year         = {2022},
  url          = {https://doi.org/10.24963/ijcai.2022/751},
  doi          = {10.24963/IJCAI.2022/751},
  timestamp    = {Wed, 27 Jul 2022 16:43:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/WoodworthBSS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PatelWWBS22,
  author       = {Kumar Kshitij Patel and
                  Lingxiao Wang and
                  Blake E. Woodworth and
                  Brian Bullins and
                  Nati Srebro},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {Towards Optimal Communication Complexity in Distributed Non-Convex
                  Optimization},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/56bd21259e28ebdc4d7e1503733bf421-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/PatelWWBS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-06167,
  author       = {Deeksha Adil and
                  Brian Bullins and
                  Arun Jambulapati and
                  Sushant Sachdeva},
  title        = {Optimal Methods for Higher-Order Smooth Monotone Variational Inequalities},
  journal      = {CoRR},
  volume       = {abs/2205.06167},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.06167},
  doi          = {10.48550/ARXIV.2205.06167},
  eprinttype    = {arXiv},
  eprint       = {2205.06167},
  timestamp    = {Wed, 01 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-06167.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-06283,
  author       = {Naman Agarwal and
                  Brian Bullins and
                  Karan Singh},
  title        = {Variance-Reduced Conservative Policy Iteration},
  journal      = {CoRR},
  volume       = {abs/2212.06283},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2212.06283},
  doi          = {10.48550/ARXIV.2212.06283},
  eprinttype    = {arXiv},
  eprint       = {2212.06283},
  timestamp    = {Mon, 02 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2212-06283.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/AgarwalBBC21,
  author       = {Naman Agarwal and
                  Nicolas Boumal and
                  Brian Bullins and
                  Coralia Cartis},
  title        = {Adaptive regularization with cubics on manifolds},
  journal      = {Math. Program.},
  volume       = {188},
  number       = {1},
  pages        = {85--134},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10107-020-01505-1},
  doi          = {10.1007/S10107-020-01505-1},
  timestamp    = {Tue, 13 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mp/AgarwalBBC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/WoodworthBSS21,
  author       = {Blake E. Woodworth and
                  Brian Bullins and
                  Ohad Shamir and
                  Nathan Srebro},
  editor       = {Mikhail Belkin and
                  Samory Kpotufe},
  title        = {The Min-Max Complexity of Distributed Stochastic Convex Optimization
                  with Intermittent Communication},
  booktitle    = {Conference on Learning Theory, {COLT} 2021, 15-19 August 2021, Boulder,
                  Colorado, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {134},
  pages        = {4386--4437},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v134/woodworth21a.html},
  timestamp    = {Wed, 25 Aug 2021 17:11:16 +0200},
  biburl       = {https://dblp.org/rec/conf/colt/WoodworthBSS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalp/AdilBKS21,
  author       = {Deeksha Adil and
                  Brian Bullins and
                  Rasmus Kyng and
                  Sushant Sachdeva},
  editor       = {Nikhil Bansal and
                  Emanuela Merelli and
                  James Worrell},
  title        = {Almost-Linear-Time Weighted {\unicode{120001}}\({}_{\mbox{p}}\)-Norm
                  Solvers in Slightly Dense Graphs via Sparsification},
  booktitle    = {48th International Colloquium on Automata, Languages, and Programming,
                  {ICALP} 2021, July 12-16, 2021, Glasgow, Scotland (Virtual Conference)},
  series       = {LIPIcs},
  volume       = {198},
  pages        = {9:1--9:15},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
  year         = {2021},
  url          = {https://doi.org/10.4230/LIPIcs.ICALP.2021.9},
  doi          = {10.4230/LIPICS.ICALP.2021.9},
  timestamp    = {Tue, 15 Feb 2022 07:54:27 +0100},
  biburl       = {https://dblp.org/rec/conf/icalp/AdilBKS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AdilBS21,
  author       = {Deeksha Adil and
                  Brian Bullins and
                  Sushant Sachdeva},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Unifying Width-Reduced Methods for Quasi-Self-Concordant Optimization},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {19122--19133},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/9f9e8cba3700df6a947a8cf91035ab84-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/AdilBS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BullinsPSSW21,
  author       = {Brian Bullins and
                  Kumar Kshitij Patel and
                  Ohad Shamir and
                  Nathan Srebro and
                  Blake E. Woodworth},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {A Stochastic Newton Algorithm for Distributed Convex Optimization},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {26818--26830},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/e17a5a399de92e1d01a56c50afb2a68e-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/BullinsPSSW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-01583,
  author       = {Blake E. Woodworth and
                  Brian Bullins and
                  Ohad Shamir and
                  Nathan Srebro},
  title        = {The Min-Max Complexity of Distributed Stochastic Convex Optimization
                  with Intermittent Communication},
  journal      = {CoRR},
  volume       = {abs/2102.01583},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.01583},
  eprinttype    = {arXiv},
  eprint       = {2102.01583},
  timestamp    = {Tue, 09 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-01583.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-06977,
  author       = {Deeksha Adil and
                  Brian Bullins and
                  Rasmus Kyng and
                  Sushant Sachdeva},
  title        = {Almost-linear-time Weighted {\unicode{120001}}\({}_{\mbox{p}}\)-norm
                  Solvers in Slightly Dense Graphs via Sparsification},
  journal      = {CoRR},
  volume       = {abs/2102.06977},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.06977},
  eprinttype    = {arXiv},
  eprint       = {2102.06977},
  timestamp    = {Thu, 18 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-06977.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-02432,
  author       = {Deeksha Adil and
                  Brian Bullins and
                  Sushant Sachdeva},
  title        = {Unifying Width-Reduced Methods for Quasi-Self-Concordant Optimization},
  journal      = {CoRR},
  volume       = {abs/2107.02432},
  year         = {2021},
  url          = {https://arxiv.org/abs/2107.02432},
  eprinttype    = {arXiv},
  eprint       = {2107.02432},
  timestamp    = {Wed, 07 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2107-02432.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-02954,
  author       = {Brian Bullins and
                  Kumar Kshitij Patel and
                  Ohad Shamir and
                  Nathan Srebro and
                  Blake E. Woodworth},
  title        = {A Stochastic Newton Algorithm for Distributed Convex Optimization},
  journal      = {CoRR},
  volume       = {abs/2110.02954},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.02954},
  eprinttype    = {arXiv},
  eprint       = {2110.02954},
  timestamp    = {Mon, 25 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-02954.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Bullins20,
  author       = {Brian Bullins},
  editor       = {Jacob D. Abernethy and
                  Shivani Agarwal},
  title        = {Highly smooth minimization of non-smooth problems},
  booktitle    = {Conference on Learning Theory, {COLT} 2020, 9-12 July 2020, Virtual
                  Event [Graz, Austria]},
  series       = {Proceedings of Machine Learning Research},
  volume       = {125},
  pages        = {988--1030},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v125/bullins20a.html},
  timestamp    = {Fri, 27 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/colt/Bullins20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WoodworthPSDBMS20,
  author       = {Blake E. Woodworth and
                  Kumar Kshitij Patel and
                  Sebastian U. Stich and
                  Zhen Dai and
                  Brian Bullins and
                  H. Brendan McMahan and
                  Ohad Shamir and
                  Nathan Srebro},
  title        = {Is Local {SGD} Better than Minibatch SGD?},
  booktitle    = {Proceedings of the 37th International Conference on Machine Learning,
                  {ICML} 2020, 13-18 July 2020, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {119},
  pages        = {10334--10343},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v119/woodworth20a.html},
  timestamp    = {Tue, 15 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/WoodworthPSDBMS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-07839,
  author       = {Blake E. Woodworth and
                  Kumar Kshitij Patel and
                  Sebastian U. Stich and
                  Zhen Dai and
                  Brian Bullins and
                  H. Brendan McMahan and
                  Ohad Shamir and
                  Nathan Srebro},
  title        = {Is Local {SGD} Better than Minibatch SGD?},
  journal      = {CoRR},
  volume       = {abs/2002.07839},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.07839},
  eprinttype    = {arXiv},
  eprint       = {2002.07839},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-07839.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-04528,
  author       = {Brian Bullins and
                  Kevin A. Lai},
  title        = {Higher-order methods for convex-concave min-max optimization and monotone
                  variational inequalities},
  journal      = {CoRR},
  volume       = {abs/2007.04528},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.04528},
  eprinttype    = {arXiv},
  eprint       = {2007.04528},
  timestamp    = {Wed, 22 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-04528.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/BullinsHKL19,
  author       = {Brian Bullins and
                  Elad Hazan and
                  Adam Kalai and
                  Roi Livni},
  editor       = {Aur{\'{e}}lien Garivier and
                  Satyen Kale},
  title        = {Generalize Across Tasks: Efficient Algorithms for Linear Representation
                  Learning},
  booktitle    = {Algorithmic Learning Theory, {ALT} 2019, 22-24 March 2019, Chicago,
                  Illinois, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {98},
  pages        = {235--246},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v98/bullins19a.html},
  timestamp    = {Wed, 29 May 2019 08:41:44 +0200},
  biburl       = {https://dblp.org/rec/conf/alt/BullinsHKL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AgarwalBCHSZZ19,
  author       = {Naman Agarwal and
                  Brian Bullins and
                  Xinyi Chen and
                  Elad Hazan and
                  Karan Singh and
                  Cyril Zhang and
                  Yi Zhang},
  editor       = {Kamalika Chaudhuri and
                  Ruslan Salakhutdinov},
  title        = {Efficient Full-Matrix Adaptive Regularization},
  booktitle    = {Proceedings of the 36th International Conference on Machine Learning,
                  {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {97},
  pages        = {102--110},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v97/agarwal19b.html},
  timestamp    = {Tue, 11 Jun 2019 15:37:38 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/AgarwalBCHSZZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AgarwalBHKS19,
  author       = {Naman Agarwal and
                  Brian Bullins and
                  Elad Hazan and
                  Sham M. Kakade and
                  Karan Singh},
  editor       = {Kamalika Chaudhuri and
                  Ruslan Salakhutdinov},
  title        = {Online Control with Adversarial Disturbances},
  booktitle    = {Proceedings of the 36th International Conference on Machine Learning,
                  {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {97},
  pages        = {111--119},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v97/agarwal19c.html},
  timestamp    = {Tue, 23 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/AgarwalBHKS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-08721,
  author       = {Naman Agarwal and
                  Brian Bullins and
                  Elad Hazan and
                  Sham M. Kakade and
                  Karan Singh},
  title        = {Online Control with Adversarial Disturbances},
  journal      = {CoRR},
  volume       = {abs/1902.08721},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.08721},
  eprinttype    = {arXiv},
  eprint       = {1902.08721},
  timestamp    = {Tue, 21 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-08721.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01621,
  author       = {Brian Bullins and
                  Richard Peng},
  title        = {Higher-Order Accelerated Methods for Faster Non-Smooth Optimization},
  journal      = {CoRR},
  volume       = {abs/1906.01621},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.01621},
  eprinttype    = {arXiv},
  eprint       = {1906.01621},
  timestamp    = {Fri, 14 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-01621.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BullinsZZ18,
  author       = {Brian Bullins and
                  Cyril Zhang and
                  Yi Zhang},
  title        = {Not-So-Random Features},
  booktitle    = {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/forum?id=Hk8XMWgRb},
  timestamp    = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/BullinsZZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02958,
  author       = {Naman Agarwal and
                  Brian Bullins and
                  Xinyi Chen and
                  Elad Hazan and
                  Karan Singh and
                  Cyril Zhang and
                  Yi Zhang},
  title        = {The Case for Full-Matrix Adaptive Regularization},
  journal      = {CoRR},
  volume       = {abs/1806.02958},
  year         = {2018},
  url          = {http://arxiv.org/abs/1806.02958},
  eprinttype    = {arXiv},
  eprint       = {1806.02958},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1806-02958.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AgarwalBH17,
  author       = {Naman Agarwal and
                  Brian Bullins and
                  Elad Hazan},
  title        = {Second-Order Stochastic Optimization for Machine Learning in Linear
                  Time},
  journal      = {J. Mach. Learn. Res.},
  volume       = {18},
  pages        = {116:1--116:40},
  year         = {2017},
  url          = {http://jmlr.org/papers/v18/16-491.html},
  timestamp    = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/AgarwalBH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/AgarwalZBHM17,
  author       = {Naman Agarwal and
                  Zeyuan Allen Zhu and
                  Brian Bullins and
                  Elad Hazan and
                  Tengyu Ma},
  editor       = {Hamed Hatami and
                  Pierre McKenzie and
                  Valerie King},
  title        = {Finding approximate local minima faster than gradient descent},
  booktitle    = {Proceedings of the 49th Annual {ACM} {SIGACT} Symposium on Theory
                  of Computing, {STOC} 2017, Montreal, QC, Canada, June 19-23, 2017},
  pages        = {1195--1199},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3055399.3055464},
  doi          = {10.1145/3055399.3055464},
  timestamp    = {Sun, 08 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/stoc/AgarwalZBHM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-10230,
  author       = {Brian Bullins and
                  Cyril Zhang and
                  Yi Zhang},
  title        = {Not-So-Random Features},
  journal      = {CoRR},
  volume       = {abs/1710.10230},
  year         = {2017},
  url          = {http://arxiv.org/abs/1710.10230},
  eprinttype    = {arXiv},
  eprint       = {1710.10230},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1710-10230.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BullinsHK16,
  author       = {Brian Bullins and
                  Elad Hazan and
                  Tomer Koren},
  editor       = {Daniel D. Lee and
                  Masashi Sugiyama and
                  Ulrike von Luxburg and
                  Isabelle Guyon and
                  Roman Garnett},
  title        = {The Limits of Learning with Missing Data},
  booktitle    = {Advances in Neural Information Processing Systems 29: Annual Conference
                  on Neural Information Processing Systems 2016, December 5-10, 2016,
                  Barcelona, Spain},
  pages        = {3495--3503},
  year         = {2016},
  url          = {https://proceedings.neurips.cc/paper/2016/hash/955a1584af63a546588caae4d23840b3-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/BullinsHK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AgarwalBH16,
  author       = {Naman Agarwal and
                  Brian Bullins and
                  Elad Hazan},
  title        = {Second Order Stochastic Optimization in Linear Time},
  journal      = {CoRR},
  volume       = {abs/1602.03943},
  year         = {2016},
  url          = {http://arxiv.org/abs/1602.03943},
  eprinttype    = {arXiv},
  eprint       = {1602.03943},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/AgarwalBH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AgarwalZBHM16,
  author       = {Naman Agarwal and
                  Zeyuan Allen Zhu and
                  Brian Bullins and
                  Elad Hazan and
                  Tengyu Ma},
  title        = {Finding Approximate Local Minima for Nonconvex Optimization in Linear
                  Time},
  journal      = {CoRR},
  volume       = {abs/1611.01146},
  year         = {2016},
  url          = {http://arxiv.org/abs/1611.01146},
  eprinttype    = {arXiv},
  eprint       = {1611.01146},
  timestamp    = {Sun, 08 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/AgarwalZBHM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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