Author

Marco Rando

Malga - DIBRIS University of Genoa

h-index 7 View on Semantic Scholar

We have 1 of 17 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Jul 2026

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order

We study Langevin-based methods for non-convex optimization under smoothness and dissipativity assumptions. Our focus is on obtaining non-asymptotic bounds for the expected excess risk rather than sampling guarantees for the full target distribution. The key ingredient of our analysis is a direct passage from relative...

E. Naldi, Marco Rando, Lorenzo Rosasco et al. · 0 citations