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test risk

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weak feature (1) stochastic gradient flow (1) path integral (1) ridge penalty (1) neural network width (1) upper bound (1) random feature regression (1) learning rate (1) generalization error bound (1) importance weighting (1)

Papers

More is Better: when Infinite Overparameterization is Optimal and Overfitting is Obligatory ICLR 2024 Stochastic Gradient Flow Dynamics of Test Risk and its Exact Solution for Weak Features ICML 2024 A One-step Approach to Covariate Shift Adaptation ACML 2020