Proximal Algorithms Home

This pages are my notes when learning Proxima Algorithms from the materials online, mainly from stanford engineer pages : EE364b, Proximal Algorithms, and Math301.

These pages will include the important definitions, some of my interpretations, and more derivatives and proofs than the original handouts. These pages are corresponding with the paper Proximal Algorithms Foundations and Trends in Optimization 2014.

• Proximal Algorithms Home

• Monotone Operators

• 1. Proximal Algorithms Introduction

• 2. Properties

• 3. Interpretations

• 4. Proximal Algorithms

• 5. Parallel and Distributed Algorithms

• 6. Evaluating Proximal Operators

• 7. Applications

• 8. Conclusions