| Catoni-style confidence sequences for heavy-tailed mean estimation H Wang, A Ramdas Stochastic Processes and Their Applications 163, 168-202, 2023 | 48 | 2023 |
| Convergence rates of stochastic gradient descent under infinite noise variance H Wang, M Gurbuzbalaban, L Zhu, U Simsekli, MA Erdogdu Advances in Neural Information Processing Systems 34, 18866-18877, 2021 | 47 | 2021 |
| A unified recipe for deriving (time-uniform) PAC-Bayes bounds B Chugg, H Wang, A Ramdas Journal of Machine Learning Research 24 (372), 1-61, 2023 | 43 | 2023 |
| Huber-robust confidence sequences H Wang, A Ramdas International Conference on Artificial Intelligence and Statistics, 9662-9679, 2023 | 15 | 2023 |
| Time-uniform confidence spheres for means of random vectors B Chugg, H Wang, A Ramdas arXiv preprint arXiv:2311.08168, 2023 | 9 | 2023 |
| Anytime-valid t-tests and confidence sequences for Gaussian means with unknown variance H Wang, A Ramdas Sequential Analysis, 1-55, 2024 | 3 | 2024 |
| The extended Ville's inequality for nonintegrable nonnegative supermartingales H Wang, A Ramdas arXiv preprint arXiv:2304.01163, 2023 | 3 | 2023 |
| Sharp Matrix Empirical Bernstein Inequalities H Wang, A Ramdas arXiv preprint arXiv:2411.09516, 2024 | | 2024 |
| Testing by Betting while Borrowing and Bargaining H Wang, A Ramdas arXiv preprint arXiv:2407.11465, 2024 | | 2024 |
| Positive Semidefinite Matrix Supermartingales H Wang, A Ramdas arXiv preprint arXiv:2401.15567, 2024 | | 2024 |
Aaditya RamdasAssociate Professor (with tenure), Carnegie Mellon UniversityVerified email at stat.cmu.edu