About Elnur Gasanov Elnur Gasanov Ph.D. Student, Computer Science optimization machine learning algorithms Events Presented Events May 25 - May 31, 2025 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.
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.
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