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Theory of convex optimization for machine learning
convex optimization in finite dimension
dimension free convex optimization
almost dimension-free convex optimization in non-euclidean space
beyond the black-box model
convex optimization and randomness
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convex optimization
Convex Optimization
Stephen Boyd and Lieven Vandenberghe
Cambridge University Press
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