Structuring notes from CS 726 (UW Madison)

What I Wish I Knew from Day 1

Background Knowledge

Introductory Concepts

Properties of Functions

Useful Theorems

Optimization Techniques

First-Order Methods

Second-Order Methods

Reference

Notation & Glossary