On the Relationship Between CoCoA and ADMM for Distributed Empirical Risk Minimization

Runxiong Wu, Andi Wang

Distributed empirical risk minimization (ERM) is often studied through two influential yet seemingly separate families of methods: CoCoA-type algorithms, derived from distributed d…