Convex Optimization: Algorithms . . .
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Originally published | November 12, 2015 |
Authors | Sébastien Bubeck |
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ID | 2024496 |
About Convex Optimization: Algorithms . . .
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 optimization and stochastic optimization. . . .