Avoiding Communication in Proximal Methods for Convex Optimization Problems
This technical report studies communication-avoiding proximal methods for large-scale convex optimization problems. The methods use iteration overlap and Hessian reuse to reduce latency costs while preserving the bandwidth profile of the baseline proximal algorithms.