activity
20222026
most citedComplexity of a Class of First-Order Objective-Function-Free Optimization Algorithms

2 citations · 3 across the 12 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2026

A unified convergence theory for adaptive first-order methods in the nonconvex case, including AdaNorm, full and diagonal AdaGrad and Muon

S. Gratton, Ph. L. Toint

A unified framework for first-order optimization algorithms fornonconvex unconstrained optimization is proposed that uses adaptivelypreconditioned gradients and includes popular me…