Efficient distributed optimization with mirror descent + a mirror descent introduction

In this video we discuss the mirror descent algorithm in a distributed setup. Starting with a brief introduction into mirror descent and its relation to preconditioning we discuss how to define a distributed variant of the algorithm that converges both fast and close to the optimizer.

[muhammadawais]

Please also make a series that covers some basic preliminaries that are required for understanding mathematics of optimization concepts.