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Convex Optimization: Introduction and Sets
Covers the fundamentals of convex optimization, including mathematical problems, minimizers, and solution concepts, with an emphasis on efficient methods and practical applications.
Conjugate Duality: Envelope Representations and Subgradients
Explores envelope representations, subgradients, and the duality gap in convex optimization.