Constant-stepsize SGD at an m-flat convex minimum has invariant law of scale α^(1/m) converging to a non-Gaussian diffusion stationary law, generalizing the quadratic Gaussian limit.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
ACCEPT 1representative citing papers
citing papers explorer
-
Scaling Limits of Constant-Stepsize SGD at Flat Minima
Constant-stepsize SGD at an m-flat convex minimum has invariant law of scale α^(1/m) converging to a non-Gaussian diffusion stationary law, generalizing the quadratic Gaussian limit.