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Alexander Atanasov

The Optimization Landscape of SGD Across the Feature Learning Strength

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Oct 06, 2024
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How Feature Learning Can Improve Neural Scaling Laws

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Sep 26, 2024
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Risk and cross validation in ridge regression with correlated samples

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Aug 08, 2024
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A Dynamical Model of Neural Scaling Laws

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Feb 02, 2024
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Feature-Learning Networks Are Consistent Across Widths At Realistic Scales

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May 28, 2023
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The Onset of Variance-Limited Behavior for Networks in the Lazy and Rich Regimes

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Dec 23, 2022
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Neural Networks as Kernel Learners: The Silent Alignment Effect

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Oct 29, 2021
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