mlsanityData to 7 Oct 2026

Stochastic gradient descent with discontinuity across a manifold

arXiv 2608.07618 ↗First posted 7 Aug 2026stat.ML cs.LG math.PRcited by 0

Not on the map. Why?

Abstract (arXiv)

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

Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 3 of its 26 references that are in the map. First posted on arXiv 7 Aug 2026.

Builds on

3 of 26 references.

References · 3

  1. 2021On Riemannian Stochastic Approximation Schemes with Fixed Step-Sizecited by 12
  2. 2025The global convergence time of stochastic gradient descent in non-convex landscapes: Sharp estimates via large deviationscited by 8
  3. 2017Stochastic Approximation on Riemannian manifoldscited by 7

Built on by

Not cited yet.