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BibTeX records: Krishna Balasubramanian
@article{DBLP:journals/tmlr/JinBL25,
author = {Yanhao Jin and
Krishna Balasubramanian and
Lifeng Lai},
title = {In-context Learning for Mixture of Linear Regression: Existence, Generalization
and Training Dynamics},
journal = {Trans. Mach. Learn. Res.},
volume = {2025},
year = {2025},
url = {https://openreview.net/forum?id=buZXVuTsHY},
timestamp = {Thu, 13 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmlr/JinBL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/JiangRBDDN25,
author = {Liwei Jiang and
Abhishek Roy and
Krishna Balasubramanian and
Damek Davis and
Dmitriy Drusvyatskiy and
Sen Na},
editor = {Nika Haghtalab and
Ankur Moitra},
title = {Online Covariance Estimation in Nonsmooth Stochastic Approximation},
booktitle = {The Thirty Eighth Annual Conference on Learning Theory, June 30 -
July 4, 2025, Lyon, France},
series = {Proceedings of Machine Learning Research},
volume = {291},
pages = {3079--3123},
publisher = {{PMLR}},
year = {2025},
url = {https://proceedings.mlr.press/v291/jiang25b.html},
timestamp = {Sat, 18 Jul 2026 09:06:15 +0200},
biburl = {https://dblp.org/rec/conf/colt/JiangRBDDN25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BanerjeeBG25,
author = {Sayan Banerjee and
Krishna Balasubramanian and
Promit Ghosal},
title = {Improved Finite-Particle Convergence Rates for Stein Variational Gradient
Descent},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=sbG8qhMjkZ},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BanerjeeBG25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiangBL25,
author = {Haodong Liang and
Krishna Balasubramanian and
Lifeng Lai},
title = {Transformers Handle Endogeneity in In-Context Linear Regression},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=QfhU3ZC2g1},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LiangBL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ShiBP25,
author = {Zhaoyang Shi and
Krishna Balasubramanian and
Wolfgang Polonik},
editor = {Silvia Chiappa and
Sara Magliacane},
title = {Minimax Optimal Nonsmooth Nonparametric Regression via Fractional
Laplacian Eigenmaps},
booktitle = {Conference on Uncertainty in Artificial Intelligence, Rio Othon Palace,
Rio de Janeiro, Brazil, 21-25 July 2025},
series = {Proceedings of Machine Learning Research},
volume = {286},
pages = {3826--3845},
publisher = {{PMLR}},
year = {2025},
url = {https://proceedings.mlr.press/v286/shi25a.html},
timestamp = {Mon, 18 Aug 2025 15:30:39 +0200},
biburl = {https://dblp.org/rec/conf/uai/ShiBP25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-05305,
author = {Liwei Jiang and
Abhishek Roy and
Krishna Balasubramanian and
Damek Davis and
Dmitriy Drusvyatskiy and
Sen Na},
title = {Online Covariance Estimation in Nonsmooth Stochastic Approximation},
journal = {CoRR},
volume = {abs/2502.05305},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.05305},
doi = {10.48550/ARXIV.2502.05305},
eprinttype = {arXiv},
eprint = {2502.05305},
timestamp = {Wed, 26 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-05305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ChenBGA24,
author = {Xuxing Chen and
Krishna Balasubramanian and
Promit Ghosal and
Bhavya Agrawalla},
title = {From Stability to Chaos: Analyzing Gradient Descent Dynamics in Quadratic
Regression},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Wiklo5VpG7},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ChenBGA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ShiBP24,
author = {Zhaoyang Shi and
Krishna Balasubramanian and
Wolfgang Polonik},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {Adaptive and non-adaptive minimax rates for weighted Laplacian-Eigenmap
based nonparametric regression},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {2800--2808},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/shi24b.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ShiBP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/MavrogiannisBPG23,
author = {Christoforos I. Mavrogiannis and
Krishna Balasubramanian and
Sriyash Poddar and
Anush Gandra and
Siddhartha S. Srinivasa},
title = {Winding Through: Crowd Navigation via Topological Invariance},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {8},
number = {1},
pages = {121--128},
year = {2023},
url = {https://doi.org/10.1109/LRA.2022.3223024},
doi = {10.1109/LRA.2022.3223024},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ral/MavrogiannisBPG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HosseiniFHBE23,
author = {Alireza Mousavi{-}Hosseini and
Tyler K. Farghly and
Ye He and
Krishna Balasubramanian and
Murat A. Erdogdu},
editor = {Gergely Neu and
Lorenzo Rosasco},
title = {Towards a Complete Analysis of Langevin Monte Carlo: Beyond Poincar{\'{e}}
Inequality},
booktitle = {The Thirty Sixth Annual Conference on Learning Theory, {COLT} 2023,
12-15 July 2023, Bangalore, India},
series = {Proceedings of Machine Learning Research},
volume = {195},
pages = {1--35},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v195/mousavi-hosseini23a.html},
timestamp = {Tue, 26 May 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/HosseiniFHBE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/ZhangCLBE23,
author = {Matthew Shunshi Zhang and
Sinho Chewi and
Mufan (Bill) Li and
Krishna Balasubramanian and
Murat A. Erdogdu},
editor = {Gergely Neu and
Lorenzo Rosasco},
title = {Improved Discretization Analysis for Underdamped Langevin Monte Carlo},
booktitle = {The Thirty Sixth Annual Conference on Learning Theory, {COLT} 2023,
12-15 July 2023, Bangalore, India},
series = {Proceedings of Machine Learning Research},
volume = {195},
pages = {36--71},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v195/zhang23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/ZhangCLBE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenHMB23,
author = {Xuxing Chen and
Minhui Huang and
Shiqian Ma and
Krishna Balasubramanian},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Decentralized Stochastic Bilevel Optimization with Improved per-Iteration
Complexity},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {4641--4671},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/chen23n.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenHMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DiaoBCS23,
author = {Michael Ziyang Diao and
Krishna Balasubramanian and
Sinho Chewi and
Adil Salim},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Forward-Backward Gaussian Variational Inference via {JKO} in the Bures-Wasserstein
Space},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {7960--7991},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/diao23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DiaoBCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Balasubramanian22,
author = {Krishna Balasubramanian and
Sinho Chewi and
Murat A. Erdogdu and
Adil Salim and
Shunshi Zhang},
editor = {Po{-}Ling Loh and
Maxim Raginsky},
title = {Towards a Theory of Non-Log-Concave Sampling: First-Order Stationarity
Guarantees for Langevin Monte Carlo},
booktitle = {Conference on Learning Theory, 2-5 July 2022, London, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {178},
pages = {2896--2923},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v178/balasubramanian22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:51 +0200},
biburl = {https://dblp.org/rec/conf/colt/Balasubramanian22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TangBL22,
author = {Tongyi Tang and
Krishna Balasubramanian and
Thomas Chun Man Lee},
editor = {James Cussens and
Kun Zhang},
title = {High-probability bounds for robust stochastic Frank-Wolfe algorithm},
booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth
Conference on Uncertainty in Artificial Intelligence, {UAI} 2022,
1-5 August 2022, Eindhoven, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {180},
pages = {1917--1927},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v180/tang22a.html},
timestamp = {Sat, 15 Oct 2022 12:08:13 +0200},
biburl = {https://dblp.org/rec/conf/uai/TangBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-05084,
author = {Christoforos I. Mavrogiannis and
Krishna Balasubramanian and
Sriyash Poddar and
Anush Gandra and
Siddhartha S. Srinivasa},
title = {Topology-Informed Model Predictive Control for Anticipatory Collision
Avoidance on a Ballbot},
journal = {CoRR},
volume = {abs/2109.05084},
year = {2021},
url = {https://arxiv.org/abs/2109.05084},
eprinttype = {arXiv},
eprint = {2109.05084},
timestamp = {Tue, 21 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-05084.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeesensors/Balasubramanian20,
author = {Krishna Balasubramanian},
title = {High Tc Superconducting Tunnel Junctions For Cryogenic Temperature
Measurement},
booktitle = {2020 {IEEE} Sensors, Rotterdam, The Netherlands, October 25-28, 2020},
pages = {1--4},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/SENSORS47125.2020.9278916},
doi = {10.1109/SENSORS47125.2020.9278916},
timestamp = {Tue, 13 Dec 2022 08:56:31 +0100},
biburl = {https://dblp.org/rec/conf/ieeesensors/Balasubramanian20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-12369,
author = {Krishna Balasubramanian and
Elynn Y. Chen and
Jianqing Fan and
Xiang Wu},
title = {Low-Rank Principal Eigenmatrix Analysis},
journal = {CoRR},
volume = {abs/1904.12369},
year = {2019},
url = {http://arxiv.org/abs/1904.12369},
eprinttype = {arXiv},
eprint = {1904.12369},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-12369.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biocomp/CraigMBL08,
author = {Roger A. Craig and
Keyur Malaviya and
Krishna Balasubramanian and
Li Liao},
editor = {Hamid R. Arabnia and
Mary Qu Yang and
Jack Y. Yang},
title = {Inferring functional linkage from residue level co-evolution information},
booktitle = {International Conference on Bioinformatics {\&} Computational
Biology, {BIOCOMP} 2008, July 14-17, 2008, Las Vegas Nevada, USA,
2 Volumes},
pages = {75--80},
publisher = {{CSREA} Press},
year = {2008},
timestamp = {Fri, 06 Feb 2009 11:52:50 +0100},
biburl = {https://dblp.org/rec/conf/biocomp/CraigMBL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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