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Ankit Pensia
Ankit Pensia
Подтвержден адрес электронной почты в домене cs.wisc.edu - Главная страница
Название
Процитировано
Процитировано
Год
Generalization error bounds for noisy, iterative algorithms
A Pensia, V Jog, PL Loh
2018 IEEE International Symposium on Information Theory (ISIT), 546-550, 2018
742018
Optimal Lottery Tickets via Subset Sum: Logarithmic Over-Parameterization is Sufficient
A Pensia, S Rajput, A Nagle, H Vishwakarma, D Papailiopoulos
Advances in Neural Information Processing Systems 33, 2020
502020
Outlier Robust Mean Estimation with Subgaussian Rates via Stability
I Diakonikolas, DM Kane, A Pensia
Advances in Neural Information Processing Systems 33, 2020
302020
Robust regression with covariate filtering: Heavy tails and adversarial contamination
A Pensia, V Jog, PL Loh
arXiv preprint arXiv:2009.12976, 2020
252020
Extracting robust and accurate features via a robust information bottleneck
A Pensia, V Jog, PL Loh
IEEE Journal on Selected Areas in Information Theory 1 (1), 131-144, 2020
162020
Statistical query lower bounds for list-decodable linear regression
I Diakonikolas, D Kane, A Pensia, T Pittas, A Stewart
Advances in Neural Information Processing Systems 34, 3191-3204, 2021
72021
Estimating location parameters in sample-heterogeneous distributions
A Pensia, V Jog, PL Loh
Information and Inference: A Journal of the IMA, 2021
4*2021
Deep topic models for multi-label learning
R Panda, A Pensia, N Mehta, M Zhou, P Rai
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
42019
Fast localization of autonomous vehicles using discriminative metric learning
A Pensia, G Sharma, G Pandey, JR Mcbride
2017 14th Conference on Computer and Robot Vision (CRV), 176-182, 2017
32017
Robust Sparse Mean Estimation via Sum of Squares
I Diakonikolas, DM Kane, S Karmalkar, A Pensia, T Pittas
arXiv preprint arXiv:2206.03441, 2022
22022
Streaming Algorithms for High-Dimensional Robust Statistics
I Diakonikolas, DM Kane, A Pensia, T Pittas
arXiv preprint arXiv:2204.12399, 2022
22022
Mean estimation for entangled single-sample distributions
A Pensia, V Jog, PL Loh
2019 IEEE International Symposium on Information Theory (ISIT), 3052-3056, 2019
22019
Communication-constrained hypothesis testing: Optimality, robustness, and reverse data processing inequalities
A Pensia, V Jog, PL Loh
arXiv preprint arXiv:2206.02765, 2022
12022
Gaussian Mean Testing Made Simple
I Diakonikolas, DM Kane, A Pensia
arXiv preprint arXiv:2210.13706, 2022
2022
Simple binary hypothesis testing under communication constraints
A Pensia, PL Loh, V Jog
2022 IEEE International Symposium on Information Theory (ISIT), 3297-3302, 2022
2022
List-Decodable Sparse Mean Estimation via Difference-of-Pairs Filtering
I Diakonikolas, DM Kane, S Karmalkar, A Pensia, T Pittas
arXiv preprint arXiv:2206.05245, 2022
2022
Sharp Concentration Inequalities for the Centered Relative Entropy
A Bhatt, A Pensia
arXiv preprint arXiv:2109.09028, 2021
2021
Outlier-Robust Sparse Mean Estimation for Heavy-Tailed Distributions
I Diakonikolas, D Kane, JCH Lee, A Pensia
Advances in Neural Information Processing Systems, 0
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