Asynchronous Stochastic Proximal Optimization Algorithms with Variance Reduction

Qi Meng, Wei Chen, Jingcheng Yu +3

Regularized empirical risk minimization (R-ERM) is an important branch of machine learning, since it constrains the capacity of the hypothesis space and guarantees the generalizati…