Convex Optimization: Algorithms and Complexity

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Convex Optimization: Algorithms and Complexity

Created 3 June 2024
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Presents the main complexity theorems in convex optimization and their corresponding algorithms.

6
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Exercises
Introduction
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Convex optimization in finite dimension
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Dimension-free convex optimization
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Almost dimension-free convex optimization in non-Euclidean spaces
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Beyond the black-box model
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Convex optimization and randomness
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