Канал: Large-Scale Convex Optimization via Monotone Op.

Chapter 9. Duality in splitting methods

Chapter 9. Duality in splitting methods

Chapter 11. Distributed and decentralized optimization

Chapter 11. Distributed and decentralized optimization

Chapter 8.2. Derived ADMM-type methods

Chapter 8.2. Derived ADMM-type methods

Chapter 8.1. FLiP-ADMM

Chapter 8.1. FLiP-ADMM

Chapter 5. Randomized Coordinate Update Methods

Chapter 5. Randomized Coordinate Update Methods

Chapter 4. Parallel Computing

Chapter 4. Parallel Computing

Chapter 3.5. Linearization Technique

Chapter 3.5. Linearization Technique

Chapter 3.4. Gaussian Elimination Technique

Chapter 3.4. Gaussian Elimination Technique

Chapter 3.3. Variable Metric Technique

Chapter 3.3. Variable Metric Technique

Chapter 3.2. Dualization Technique

Chapter 3.2. Dualization Technique

Chapter 3.1. Infimal Postcomposition Technique

Chapter 3.1. Infimal Postcomposition Technique

Chapter 2.8. Variable Metric Methods

Chapter 2.8. Variable Metric Methods

Lecture 2.6-7. Proximal Point Method, Operator Splitting

Lecture 2.6-7. Proximal Point Method, Operator Splitting

Chapter 0. Announcement Video

Chapter 0. Announcement Video

Chapter 2.5. Resolvents

Chapter 2.5. Resolvents

Chapter 2.3-4. Nonexpansive and Averaged Operators, Fixed-Point Iteration

Chapter 2.3-4. Nonexpansive and Averaged Operators, Fixed-Point Iteration

Chapter 2.2. Monotone operators

Chapter 2.2. Monotone operators

Chapter 2.1. Set-Valued Operators

Chapter 2.1. Set-Valued Operators

Chapter 1. Introduction and Preliminaries

Chapter 1. Introduction and Preliminaries