paper

Stochastic gradient descent with discontinuity across a manifold

arXiv:2608.07618

Abstract

Stochastic gradient descent for a loss function discontinuous across lower dimensional manifolds is analyzed by studying its differential equation limit.

13 pages

Stochastic gradient descent with discontinuity across a manifold · wovepaper