Rate-Distortion Analysis of Minimum Excess Risk in Bayesian Learning H Hafez-Kolahi, B Moniri, S Kasaei, MS Baghshah International Conference on Machine Learning (ICML 2021), 2021 | 10 | 2021 |
A Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks B Moniri*, D Lee*, H Hassani, E Dobriban International Conference on Machine Learning (ICML 2024), 2024 | 5 | 2024 |
Information-Theoretic Analysis of Minimax Excess Risk H Hafez-Kolahi*, B Moniri*, S Kasaei IEEE Transactions on Information Theory, 2023 | 4 | 2023 |
Demystifying Disagreement-on-the-Line in High Dimensions D Lee*, B Moniri*, X Huang, E Dobriban, H Hassani International Conference on Machine Learning (ICML 2023), 2023 | 2 | 2023 |