Distributed Personalized Empirical Risk Minimization

Yuyang Deng, Mohammad Mahdi Kamani, Pouria Mahdavinia +1

This paper advocates a new paradigm Personalized Empirical Risk Minimization (PERM) to facilitate learning from heterogeneous data sources without imposing stringent constraints on…