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Behrad Moniri

Signal-Plus-Noise Decomposition of Nonlinear Spiked Random Matrix Models

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May 28, 2024
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A Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks

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Oct 11, 2023
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Demystifying Disagreement-on-the-Line in High Dimensions

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Jan 31, 2023
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Information-Theoretic Analysis of Minimax Excess Risk

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Feb 15, 2022
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Rate-Distortion Analysis of Minimum Excess Risk in Bayesian Learning

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May 10, 2021
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