1 Introduction  
2 Preliminaries: Constrained Optimization  
3 Preliminaries: Deep Learning  
4 Overview of ML and CO  
5 ML-augmented CO  
6 E2E-COL: Predicting CO Solutions  
8 Challenges and Research Directions