Accelerated Randomized Coordinate Descent Algorithms for Stochastic Optimization and Online Learning

Akshita Bhandari, Chandramani Singh

We propose accelerated randomized coordinate descent algorithms for stochastic optimization and online learning. Our algorithms have significantly less per-iteration complexity tha…