Distributed Stochastic Optimization under Imperfect Information

Aswin Kannan, Angelia Nedich, Uday V. Shanbhag

We consider a stochastic convex optimization problem that requires minimizing a sum of misspecified agentspecific expectation-valued convex functions over the intersection of a col…