팔로우
Ankit Pensia
제목
인용
인용
연도
Generalization error bounds for noisy, iterative algorithms
A Pensia, V Jog, PL Loh
2018 IEEE International Symposium on Information Theory (ISIT), 546-550, 2018
582018
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
372020
Outlier Robust Mean Estimation with Subgaussian Rates via Stability
I Diakonikolas, DM Kane, A Pensia
Advances in Neural Information Processing Systems 33, 2020
242020
Robust regression with covariate filtering: Heavy tails and adversarial contamination
A Pensia, V Jog, PL Loh
arXiv preprint arXiv:2009.12976, 2020
162020
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
132020
Estimating location parameters in sample-heterogeneous distributions
A Pensia, V Jog, PL Loh
Information and Inference: A Journal of the IMA, 2021
3*2021
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, 2021
22021
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
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
22019
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
22017
Streaming Algorithms for High-Dimensional Robust Statistics
I Diakonikolas, DM Kane, A Pensia, T Pittas
arXiv preprint arXiv:2204.12399, 2022
2022
Simple Binary Hypothesis Testing under Communication Constraints
A Pensia, V Jog, P Loh
2022
Sharp Concentration Inequalities for the Centered Relative Entropy
A Bhatt, A Pensia
arXiv preprint arXiv:2109.09028, 2021
2021
현재 시스템이 작동되지 않습니다. 나중에 다시 시도해 주세요.
학술자료 1–13