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@inproceedings{DBLP:conf/nips/LiuG0P23,
  author       = {Tianle Liu and
                  Promit Ghosal and
                  Krishnakumar Balasubramanian and
                  Natesh S. Pillai},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Towards Understanding the Dynamics of Gaussian-Stein Variational Gradient
                  Descent},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/c0ae487420ebc8d0ed7c541b4e3f09d4-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/LiuG0P23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2305-14076,
  author       = {Tianle Liu and
                  Promit Ghosal and
                  Krishnakumar Balasubramanian and
                  Natesh S. Pillai},
  title        = {Towards Understanding the Dynamics of Gaussian-Stein Variational Gradient
                  Descent},
  journal      = {CoRR},
  volume       = {abs/2305.14076},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.14076},
  doi          = {10.48550/ARXIV.2305.14076},
  eprinttype    = {arXiv},
  eprint       = {2305.14076},
  timestamp    = {Tue, 06 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-14076.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/sac/DavisMSP22,
  author       = {Andrew D. Davis and
                  Youssef M. Marzouk and
                  Aaron Smith and
                  Natesh S. Pillai},
  title        = {Rate-optimal refinement strategies for local approximation {MCMC}},
  journal      = {Stat. Comput.},
  volume       = {32},
  number       = {4},
  pages        = {60},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11222-022-10123-0},
  doi          = {10.1007/S11222-022-10123-0},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sac/DavisMSP22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/HoFGMP22,
  author       = {Nhat Ho and
                  Avi Feller and
                  Evan Greif and
                  Luke Miratrix and
                  Natesh S. Pillai},
  editor       = {Gustau Camps{-}Valls and
                  Francisco J. R. Ruiz and
                  Isabel Valera},
  title        = {Weak Separation in Mixture Models and Implications for Principal Stratification},
  booktitle    = {International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2022, 28-30 March 2022, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {151},
  pages        = {5416--5458},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v151/ho22b.html},
  timestamp    = {Sat, 30 Sep 2023 09:34:08 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/HoFGMP22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jap/MangoubiPS21,
  author       = {Oren Mangoubi and
                  Natesh S. Pillai and
                  Aaron Smith},
  title        = {Simple conditions for metastability of continuous Markov chains},
  journal      = {J. Appl. Probab.},
  volume       = {58},
  number       = {1},
  pages        = {83--105},
  year         = {2021},
  url          = {https://doi.org/10.1017/jpr.2020.83},
  doi          = {10.1017/JPR.2020.83},
  timestamp    = {Tue, 09 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jap/MangoubiPS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2003-10069,
  author       = {Vishesh Jain and
                  Natesh S. Pillai and
                  Aaron Smith},
  title        = {Kac meets Johnson and Lindenstrauss: a memory-optimal, fast Johnson-Lindenstrauss
                  transform},
  journal      = {CoRR},
  volume       = {abs/2003.10069},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.10069},
  eprinttype    = {arXiv},
  eprint       = {2003.10069},
  timestamp    = {Tue, 24 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-10069.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/juq/ConradDMPS18,
  author       = {Patrick R. Conrad and
                  Andrew D. Davis and
                  Youssef M. Marzouk and
                  Natesh S. Pillai and
                  Aaron Smith},
  title        = {Parallel Local Approximation {MCMC} for Expensive Models},
  journal      = {{SIAM/ASA} J. Uncertain. Quantification},
  volume       = {6},
  number       = {1},
  pages        = {339--373},
  year         = {2018},
  url          = {https://doi.org/10.1137/16M1084080},
  doi          = {10.1137/16M1084080},
  timestamp    = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/juq/ConradDMPS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1808-03230,
  author       = {Oren Mangoubi and
                  Natesh S. Pillai and
                  Aaron Smith},
  title        = {Does Hamiltonian Monte Carlo mix faster than a random walk on multimodal
                  densities?},
  journal      = {CoRR},
  volume       = {abs/1808.03230},
  year         = {2018},
  url          = {http://arxiv.org/abs/1808.03230},
  eprinttype    = {arXiv},
  eprint       = {1808.03230},
  timestamp    = {Sun, 02 Sep 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1808-03230.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/sac/BornnPSW17,
  author       = {Luke Bornn and
                  Natesh S. Pillai and
                  Aaron Smith and
                  Dawn Woodard},
  title        = {The use of a single pseudo-sample in approximate Bayesian computation},
  journal      = {Stat. Comput.},
  volume       = {27},
  number       = {3},
  pages        = {583--590},
  year         = {2017},
  url          = {https://doi.org/10.1007/s11222-016-9640-7},
  doi          = {10.1007/S11222-016-9640-7},
  timestamp    = {Wed, 25 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sac/BornnPSW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/BasseSP16,
  author       = {Guillaume W. Basse and
                  Aaron Smith and
                  Natesh S. Pillai},
  editor       = {Arthur Gretton and
                  Christian C. Robert},
  title        = {Parallel Markov Chain Monte Carlo via Spectral Clustering},
  booktitle    = {Proceedings of the 19th International Conference on Artificial Intelligence
                  and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {51},
  pages        = {1318--1327},
  publisher    = {JMLR.org},
  year         = {2016},
  url          = {http://proceedings.mlr.press/v51/basse16a.html},
  timestamp    = {Wed, 29 May 2019 08:41:44 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/BasseSP16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/JohndrowSPD16,
  author       = {James E. Johndrow and
                  Aaron Smith and
                  Natesh S. Pillai and
                  David B. Dunson},
  title        = {Inefficiency of Data Augmentation for Large Sample Imbalanced Data},
  journal      = {CoRR},
  volume       = {abs/1605.05798},
  year         = {2016},
  url          = {http://arxiv.org/abs/1605.05798},
  eprinttype    = {arXiv},
  eprint       = {1605.05798},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/JohndrowSPD16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jmlr/PillaiWLMW07,
  author       = {Natesh S. Pillai and
                  Qiang Wu and
                  Feng Liang and
                  Sayan Mukherjee and
                  Robert L. Wolpert},
  title        = {Characterizing the Function Space for Bayesian Kernel Models},
  journal      = {J. Mach. Learn. Res.},
  volume       = {8},
  pages        = {1769--1797},
  year         = {2007},
  url          = {https://dl.acm.org/doi/10.5555/1314498.1314558},
  doi          = {10.5555/1314498.1314558},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/PillaiWLMW07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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