COCO Denoiser: Using Co-Coercivity for Variance Reduction in Stochastic Convex Optimization

Manuel Madeira, Renato Negrinho, João Xavier +1

First-order methods for stochastic optimization have undeniable relevance, in part due to their pivotal role in machine learning. Variance reduction for these algorithms has become…