Cyclic Stochastic Optimization: Generalizations, Convergence, and Applications in Multi-Agent Systems

Karla Hernández Cuevas

Stochastic approximation (SA) is a powerful class of iterative algorithms for nonlinear root-finding that can be used for minimizing a loss function, $L(\mathbf{\theta })$, with respec…