Operations Research Seminar: Alexander Gasnikov

Optimal Method for Distributed Convex Optimization and Some Examples

Alexander Gasnikov, MPTI, Moscow

Based on the works:
https://arxiv.org/pdf/1712.00232.pdf
https://arxiv.org/pdf/1803.02933.pdf
we describe optimal first-order methods for decentralized distributed convex optimization problems.
We'll also try to generalize these results to the time-varying communication graphs.