collaborators

1 paper

math.OC2026

Global Stability and Step Size Robustness of RMSProp

Naum Dimitrieski, Maria Christine Honecker, Carsten Scherer +1

In this paper, an input-to-state Lyapunov function for the RMSProp optimization algorithm is introduced. Global asymptotic stability of the RMSProp algorithm for constant step size…