cs.LG, math.OC

Stochastic Auto-conditioned Fast Gradient Methods with Optimal Rates

arXiv:2604.06525v1 Announce Type: cross
Abstract: Achieving optimal rates for stochastic composite convex optimization without prior knowledge of problem parameters remains a central challenge. In the deterministic setting, the auto-conditioned fast g…