Table of Contents: “... of Optimization Theory -- Chapter 14: Introduction to Nonlinear Optimization -- Chapter 15: Subgradients and Subdifferentials of Convex Functions -- Chapter 16: Dual Ascent Methods; ADMM -- Chapter 17: Positive Definite Kernels -- Chapter 18: Soft Margin Support Vector...”

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