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Behrad Moniri
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Year
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
102021
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
52024
Information-Theoretic Analysis of Minimax Excess Risk
H Hafez-Kolahi*, B Moniri*, S Kasaei
IEEE Transactions on Information Theory, 2023
42023
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
22023
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Articles 1–4