conftrace_

linear stability

4 papers

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Co-occurring keywords · papers mentioning both

stochastic gradient descent (3) flat minima (2) generalization error (2) sgd stability (1) loss hessian (1) asymptotic covariance (1) sobolev regularization (1) loss surface geometry (1) flat minimum (1) mean-square stability (1)

Papers

A Precise Characterization of SGD Stability Using Loss Surface Geometry ICLR 2024 Exact Mean Square Linear Stability Analysis for SGD COLT 2024 The alignment property of SGD noise and how it helps select flat minima: A stability analysis NeurIPS 2022 On Linear Stability of SGD and Input-Smoothness of Neural Networks NeurIPS 2021