Optimal Algorithms for Non-Smooth Distributed Optimization in Networks

Kevin Scaman, Francis Bach, Sebastien Bubeck, Laurent Massoulié, Yin Tat Lee

Neural Information Processing Systems 

In this work, we consider the distributed optimization of non-smooth convex functions using a network of computing units.

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