Accelerated Randomized Coordinate Descent Algorithms for Stochastic Optimization and Online Learning

5 Jun 2018Akshita BhandariChandramani Singh

We propose accelerated randomized coordinate descent algorithms for stochastic optimization and online learning. Our algorithms have significantly less per-iteration complexity than the known accelerated gradient algorithms... (read more)

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