| Generalization error bounds for noisy, iterative algorithms A Pensia, V Jog, PL Loh 2018 IEEE International Symposium on Information Theory (ISIT), 546-550, 2018 | 58 | 2018 |
| 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 | 37 | 2020 |
| Outlier Robust Mean Estimation with Subgaussian Rates via Stability I Diakonikolas, DM Kane, A Pensia Advances in Neural Information Processing Systems 33, 2020 | 24 | 2020 |
| Robust regression with covariate filtering: Heavy tails and adversarial contamination A Pensia, V Jog, PL Loh arXiv preprint arXiv:2009.12976, 2020 | 16 | 2020 |
| 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 | 13 | 2020 |
| 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 | 2 | 2021 |
| Mean estimation for entangled single-sample distributions A Pensia, V Jog, PL Loh 2019 IEEE International Symposium on Information Theory (ISIT), 3052-3056, 2019 | 2 | 2019 |
| 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 | 2 | 2019 |
| 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 | 2 | 2017 |
| 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 |
Varun JogUniversity of Cambridgecam.ac.uk의 이메일 확인됨
