Convex Optimization: Algorithms and Complexity by Sebastien Bubeck

Convex Optimization: Algorithms and Complexity

Foundations and Trends(r) in Machine Learning

Sebastien Bubeck

142 pages • missing pub info (editions)

nonfiction computer science mathematics challenging informative medium-paced
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This monograph presents the main complexity theorems in convex optimization and their corresponding algorithms. It begins with the fundamental theory of black-box optimization and proceeds to guide the reader through recent advances in structural ...

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