conftrace_

high-dimensional limit

4 papers

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Co-occurring keywords · papers mentioning both

two-layer network (2) high-dimensional regime (1) sufficient statistics (1) mean-field regime (1) gradient descent step (1) spiked random features model (1) deep structured features (1) gaussian rainbow neural networks (1) population covariance (1) test error (1)

Papers

Asymptotics of feature learning in two-layer networks after one gradient-step ICML 2024 Asymptotics of Learning with Deep Structured (Random) Features ICML 2024 From high-dimensional & mean-field dynamics to dimensionless ODEs: A unifying approach to SGD in two-layers networks COLT 2023 Mixed Linear Regression via Approximate Message Passing AISTATS 2023