Ankur Moitra
Massachusetts Institute of Technology
H-index: 39
North America-United States
Top articles of Ankur Moitra
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
On Learning Parities with Dependent Noise | arXiv preprint arXiv:2404.11325 | Noah Golowich Ankur Moitra Dhruv Rohatgi | 2024/4/17 |
Exploration is Harder than Prediction: Cryptographically Separating Reinforcement Learning from Supervised Learning | arXiv preprint arXiv:2404.03774 | Noah Golowich Ankur Moitra Dhruv Rohatgi | 2024/4/4 |
High-temperature Gibbs states are unentangled and efficiently preparable | arXiv preprint arXiv:2403.16850 | Ainesh Bakshi Allen Liu Ankur Moitra Ewin Tang | 2024/3/25 |
Provable benefits of score matching | Advances in Neural Information Processing Systems | Chirag Pabbaraju Dhruv Rohatgi Anish Prasad Sevekari Holden Lee Ankur Moitra | 2024/2/13 |
Structure learning of Hamiltonians from real-time evolution | arXiv preprint arXiv:2405.00082 | Ainesh Bakshi Allen Liu Ankur Moitra Ewin Tang | 2024/4/30 |
Robust voting rules from algorithmic robust statistics | Allen Liu Ankur Moitra | 2023 | |
A new approach to learning linear dynamical systems | Ainesh Bakshi Allen Liu Ankur Moitra Morris Yau | 2023/6/2 | |
Precise Error Rates for Computationally Efficient Testing | arXiv preprint arXiv:2311.00289 | Ankur Moitra Alexander S Wein | 2023/11/1 |
Robustly learning general mixtures of gaussians | Journal of the ACM | Allen Liu Ankur Moitra | 2023/5/23 |
Learning quantum hamiltonians at any temperature in polynomial time | arXiv preprint arXiv:2310.02243 | Ainesh Bakshi Allen Liu Ankur Moitra Ewin Tang | 2023/10/3 |
The power of an adversary in Glauber dynamics | arXiv preprint arXiv:2302.10841 | Byron Chin Ankur Moitra Elchanan Mossel Colin Sandon | 2023/2/21 |
Exploring and learning in sparse linear mdps without computationally intractable oracles | arXiv preprint arXiv:2309.09457 | Noah Golowich Dhruv Rohatgi Ankur Moitra | 2023/9/18 |
ACM Transactions on | ACM Transactions on | Edith Cohen Susanne Albers Glencora Borradaile Andrei A Bulatov Keren Censor-Hillel | 2023 |
Tensor decompositions meet control theory: learning general mixtures of linear dynamical systems | Ainesh Bakshi Allen Liu Ankur Moitra Morris Yau | 2023/7/3 | |
From Algorithms to Connectivity and Back: Finding a Giant Component in Random k-SAT | Zongchen Chen Nitya Mani Ankur Moitra | 2023 | |
Planning and learning in partially observable systems via filter stability | Noah Golowich Ankur Moitra Dhruv Rohatgi | 2023/6/2 | |
Strong spatial mixing for colorings on trees and its algorithmic applications | Zongchen Chen Kuikui Liu Nitya Mani Ankur Moitra | 2023/11/6 | |
Online and distribution-free robustness: Regression and contextual bandits with huber contamination | Sitan Chen Frederic Koehler Ankur Moitra Morris Yau | 2022/2/7 | |
Can Q-learning be improved with advice? | Noah Golowich Ankur Moitra | 2022/6/28 | |
Robust model selection and nearly-proper learning for GMMs | Advances in Neural Information Processing Systems | Allen Liu Jerry Li Ankur Moitra | 2022/12/6 |
