Stochastic Inexact Augmented Lagrangian Method for Nonconvex Expectation Constrained Optimization

Zichong Li, Pin-Yu Chen, Sijia Liu +2

Many real-world problems not only have complicated nonconvex functional constraints but also use a large number of data points. This motivates the design of efficient stochastic me…