Finite-time analysis of Multi-timescale Stochastic Optimization Algorithms
arXiv:2603.29380v1 Announce Type: new
Abstract: We present a finite-time analysis of two smoothed functional stochastic approximation algorithms for simulation-based optimization. The first is a two time-scale gradient-based method, while the second i…