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Extensions of Dynamic Programming, Machine Learning, Discrete Optimization
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Extensions of Dynamic Programming, Machine Learning, Discrete Optimization
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compression methods
The Many Faces of Compression: Theory and Practice in Federated Optimization
Elnur Gasanov, Ph.D. Student, Computer Science
May 28, 10:00
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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.
