Constrained Stochastic Nonconvex Optimization with State-dependent Markov Data

Abhishek Roy, Krishnakumar Balasubramanian, Saeed Ghadimi

We study stochastic optimization algorithms for constrained nonconvex stochastic optimization problems with Markovian data. In particular, we focus on the case when the transition…