BibTeX records: Venkata Pillutla

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@article{DBLP:journals/corr/abs-1902-03228,
  author       = {Venkata Krishna Pillutla and
                  Vincent Roulet and
                  Sham M. Kakade and
                  Za{\"{\i}}d Harchaoui},
  title        = {A Smoother Way to Train Structured Prediction Models},
  journal      = {CoRR},
  volume       = {abs/1902.03228},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.03228},
  eprinttype    = {arXiv},
  eprint       = {1902.03228},
  timestamp    = {Tue, 21 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-03228.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1912-13445,
  author       = {Venkata Krishna Pillutla and
                  Sham M. Kakade and
                  Za{\"{\i}}d Harchaoui},
  title        = {Robust Aggregation for Federated Learning},
  journal      = {CoRR},
  volume       = {abs/1912.13445},
  year         = {2019},
  url          = {http://arxiv.org/abs/1912.13445},
  eprinttype    = {arXiv},
  eprint       = {1912.13445},
  timestamp    = {Tue, 07 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-13445.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/PillutlaRKH18,
  author       = {Venkata Krishna Pillutla and
                  Vincent Roulet and
                  Sham M. Kakade and
                  Za{\"{\i}}d Harchaoui},
  editor       = {Samy Bengio and
                  Hanna M. Wallach and
                  Hugo Larochelle and
                  Kristen Grauman and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  Roman Garnett},
  title        = {A Smoother Way to Train Structured Prediction Models},
  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        = {4771--4783},
  year         = {2018},
  url          = {https://proceedings.neurips.cc/paper/2018/hash/6211080fa89981f66b1a0c9d55c61d0f-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/PillutlaRKH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bmcsb/RuffaloSPVB17,
  author       = {Matthew Ruffalo and
                  Petar Stojanov and
                  Venkata Krishna Pillutla and
                  Rohan Varma and
                  Ziv Bar{-}Joseph},
  title        = {Reconstructing cancer drug response networks using multitask learning},
  journal      = {{BMC} Syst. Biol.},
  volume       = {11},
  number       = {1},
  pages        = {96:1--96:15},
  year         = {2017},
  url          = {https://doi.org/10.1186/s12918-017-0471-8},
  doi          = {10.1186/S12918-017-0471-8},
  timestamp    = {Tue, 05 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bmcsb/RuffaloSPVB17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aaai/DickLPWBS17,
  author       = {Travis Dick and
                  Mu Li and
                  Venkata Krishna Pillutla and
                  Colin White and
                  Maria{-}Florina Balcan and
                  Alexander J. Smola},
  title        = {Data Driven Resource Allocation for Distributed Learning},
  booktitle    = {The Workshops of the The Thirty-First {AAAI} Conference on Artificial
                  Intelligence, Saturday, February 4-9, 2017, San Francisco, California,
                  {USA}},
  series       = {{AAAI} Technical Report},
  volume       = {{WS-17}},
  publisher    = {{AAAI} Press},
  year         = {2017},
  url          = {http://aaai.org/ocs/index.php/WS/AAAIW17/paper/view/15160},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/DickLPWBS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/DickLPWBS17,
  author       = {Travis Dick and
                  Mu Li and
                  Venkata Krishna Pillutla and
                  Colin White and
                  Nina Balcan and
                  Alexander J. Smola},
  editor       = {Aarti Singh and
                  Xiaojin (Jerry) Zhu},
  title        = {Data Driven Resource Allocation for Distributed Learning},
  booktitle    = {Proceedings of the 20th International Conference on Artificial Intelligence
                  and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
                  FL, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {54},
  pages        = {662--671},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v54/dick17a.html},
  timestamp    = {Mon, 21 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/DickLPWBS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/fsttcs/JainKKNPS17,
  author       = {Prateek Jain and
                  Sham M. Kakade and
                  Rahul Kidambi and
                  Praneeth Netrapalli and
                  Venkata Krishna Pillutla and
                  Aaron Sidford},
  editor       = {Satya V. Lokam and
                  R. Ramanujam},
  title        = {A Markov Chain Theory Approach to Characterizing the Minimax Optimality
                  of Stochastic Gradient Descent (for Least Squares)},
  booktitle    = {37th {IARCS} Annual Conference on Foundations of Software Technology
                  and Theoretical Computer Science, {FSTTCS} 2017, December 11-15, 2017,
                  Kanpur, India},
  series       = {LIPIcs},
  volume       = {93},
  pages        = {2:1--2:10},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
  year         = {2017},
  url          = {https://doi.org/10.4230/LIPIcs.FSTTCS.2017.2},
  doi          = {10.4230/LIPICS.FSTTCS.2017.2},
  timestamp    = {Fri, 03 Sep 2021 15:00:19 +0200},
  biburl       = {https://dblp.org/rec/conf/fsttcs/JainKKNPS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1710-09430,
  author       = {Prateek Jain and
                  Sham M. Kakade and
                  Rahul Kidambi and
                  Praneeth Netrapalli and
                  Venkata Krishna Pillutla and
                  Aaron Sidford},
  title        = {A Markov Chain Theory Approach to Characterizing the Minimax Optimality
                  of Stochastic Gradient Descent (for Least Squares)},
  journal      = {CoRR},
  volume       = {abs/1710.09430},
  year         = {2017},
  url          = {http://arxiv.org/abs/1710.09430},
  eprinttype    = {arXiv},
  eprint       = {1710.09430},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1710-09430.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sdm/PillutlaFDFKT16,
  author       = {Venkata Krishna Pillutla and
                  Zhanpeng Fang and
                  Pravallika Devineni and
                  Christos Faloutsos and
                  Danai Koutra and
                  Jie Tang},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {On Skewed Multi-dimensional Distributions: the FusionRP Model, Algorithms,
                  and Discoveries},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {783--791},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.88},
  doi          = {10.1137/1.9781611974348.88},
  timestamp    = {Sun, 01 Jul 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/PillutlaFDFKT16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/DickLPWBS15,
  author       = {Travis Dick and
                  Mu Li and
                  Venkata Krishna Pillutla and
                  Colin White and
                  Maria{-}Florina Balcan and
                  Alexander J. Smola},
  title        = {Data Driven Resource Allocation for Distributed Learning},
  journal      = {CoRR},
  volume       = {abs/1512.04848},
  year         = {2015},
  url          = {http://arxiv.org/abs/1512.04848},
  eprinttype    = {arXiv},
  eprint       = {1512.04848},
  timestamp    = {Mon, 21 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/DickLPWBS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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