Simultaneous Learning and Optimization via Misspecified Saddle Point Problems

Mohammad Mahdi Ahmadi, Erfan Yazdandoost Hamedani

We study a class of misspecified saddle point (SP) problems, where the optimization objective depends on an unknown parameter that must be learned concurrently from data. Unlike ex…