Homeomorphic-Invariance of EM: Non-Asymptotic Convergence in KL Divergence for Exponential Families via Mirror Descent F Kunstner, R Kumar, M Schmidt International Conference on Artificial Intelligence and Statistics, 3295-3303, 2021 | 38 | 2021 |
Non-monotonic Resource Utilization in the Bandits with Knapsacks Problem R Kumar, R Kleinberg Advances in Neural Information Processing Systems 35, 19248-19259, 2022 | 19 | 2022 |
Convergence rate of expectation-maximization R Kumar, M Schmidt 10th NIPS Workshop on Optimization for Machine Learning, 98, 2017 | 12 | 2017 |
Retrieving Top Weighted Triangles in Graphs R Kumar, P Liu, M Charikar, AR Benson Proceedings of the 13th International Conference on Web Search and Data …, 2020 | 10 | 2020 |
Online Convex Optimization with Unbounded Memory R Kumar, S Dean, R Kleinberg Advances in Neural Information Processing Systems 36, 26229-26270, 2023 | 8 | 2023 |
Learning in Budgeted Auctions with Spacing Objectives G Fikioris, R Kleinberg, Y Kolumbus, R Kumar, Y Mansour, É Tardos arXiv preprint arXiv:2411.04843, 2024 | 2 | 2024 |
Learning From Interactions via Online Decision-Making and Network Science R Kumar Cornell University, 2024 | | 2024 |