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conftrace_

random feature regression

4 papers

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Also known as

RFR

Co-occurring keywords · papers mentioning both

neural network (2) mixture of nonlinearity (1) neural network width (1) ridge penalty (1) kernel methods (1) hermite polynomial (1) test risk (1) high-dimensional regime (1) random matrix (1) activation function (1)

Papers

More is Better: when Infinite Overparameterization is Optimal and Overfitting is Obligatory ICLR 2024 Overparameterized Random Feature Regression with Nearly Orthogonal Data AISTATS 2023 A Random Matrix Perspective on Mixtures of Nonlinearities in High Dimensions AISTATS 2022 Overparameterization Improves Robustness to Covariate Shift in High Dimensions NeurIPS 2021