Approximating Continuous Functions by ReLU Nets of Minimal Width B Hanin, M Sellke arXiv preprint arXiv:1710.11278, 2017 | 245 | 2017 |
A Universal Law of Robustness via Isoperimetry S Bubeck, M Sellke Journal of the ACM 70 (2), Article 10, 1-18, 2023 | 220 | 2023 |
Optimization of Mean-Field Spin Glasses A El Alaoui, A Montanari, M Sellke The Annals of Probability 49 (6), 2922-2960, 2021 | 88 | 2021 |
Chasing Convex Bodies Optimally M Sellke Proceedings of the 2020 ACM-SIAM Symposium on Discrete Algorithms, 1509-1518, 2020 | 66 | 2020 |
Sampling from the Sherrington-Kirkpatrick Gibbs measure via Algorithmic Stochastic Localization A El Alaoui, A Montanari, M Sellke 2022 IEEE 63rd Annual Symposium on Foundations of Computer Science (FOCS …, 2022 | 61 | 2022 |
Chasing Nested Convex Bodies Nearly Optimally S Bubeck, B Klartag, YT Lee, Y Li, M Sellke Proceedings of the 2020 ACM-SIAM Symposium on Discrete Algorithms, 1496-1508, 2020 | 57 | 2020 |
Non-Stochastic Multi-Player Multi-Armed Bandits: Optimal Rate With Collision Information, Sublinear Without S Bubeck, Y Li, Y Peres, M Sellke Conference on Learning Theory 125, 961-987, 2020 | 52 | 2020 |
Tight Lipschitz Hardness for Optimizing Mean Field Spin Glasses B Huang, M Sellke 2022 IEEE 63rd Annual Symposium on Foundations of Computer Science (FOCS …, 2022 | 47 | 2022 |
Competitively Chasing Convex Bodies S Bubeck, YT Lee, Y Li, M Sellke SIAM Journal on Computing 52 (2), 339-353, 2023 | 40* | 2023 |
When does adaptivity help for quantum state learning? S Chen, B Huang, J Li, A Liu, M Sellke 2023 IEEE 64th Annual Symposium on Foundations of Computer Science (FOCS …, 2023 | 38* | 2023 |
The Price of Incentivizing Exploration: A Characterization via Thompson Sampling and Sample Complexity M Sellke, A Slivkins Operations Research 71 (5), 1706-1732, 2023 | 36* | 2023 |
Iterative Feature Matching: Toward Provable Domain Generalization with Logarithmic Environments Y Chen, E Rosenfeld, M Sellke, T Ma, A Risteski Advances in Neural Information Processing Systems 35, 1725-1736, 2022 | 33 | 2022 |
Algorithmic Pure States for the Negative Spherical Perceptron A El Alaoui, M Sellke Journal of Statistical Physics 189 (2), 27, 2022 | 30 | 2022 |
Cooperative and Stochastic Multi-Player Multi-Armed Bandit: Optimal Regret With Neither Communication Nor Collisions S Bubeck, T Budzinski, M Sellke Conference on Learning Theory, 821-822, 2021 | 25 | 2021 |
First-Order Bayesian Regret Analysis of Thompson Sampling S Bubeck, M Sellke IEEE Transactions on Information Theory 69 (3), 1795-1823, 2023 | 24 | 2023 |
Exact Minimum Number of Bits to Stabilize a Linear System V Kostina, Y Peres, G Ranade, M Sellke IEEE Transactions on Automatic Control 67 (10), 5548-5554, 2021 | 24 | 2021 |
Vertex Sparsification for Edge Connectivity P Chalermsook, S Das, Y Kook, B Laekhanukit, YP Liu, R Peng, M Sellke, ... Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms (SODA …, 2021 | 23 | 2021 |
Optimizing mean field spin glasses with external field M Sellke Electronic Journal of Probability 29, 1-47, 2024 | 20 | 2024 |
Local algorithms for maximum cut and minimum bisection on locally treelike regular graphs of large degree A El Alaoui, A Montanari, M Sellke Random Structures & Algorithms 63 (3), 689-715, 2023 | 19 | 2023 |
Improved Lower Bound for Frankl's Union-Closed Sets Conjecture R Alweiss, B Huang, M Sellke arXiv preprint arXiv:2211.11731, 2022 | 16 | 2022 |