proximal algorithms

The Many Faces of Compression: Theory and Practice in Federated Optimization

Elnur Gasanov, Ph.D. Student, Computer Science

May 28, 10:00 - 12:00

B3, L5, R5209

compression methods communication efficiency proximal algorithms

This thesis presents novel compression methods and optimization algorithms aimed at improving communication efficiency in large-scale machine learning systems.