Algorithms for Convex Optimization
Nisheeth K. Vishnoi
Computer Vision: Models, Learning, and Inference
Simon J. D. Prince
Non-Convex Optimization for Machine Learning
Prateek Jain & Purushottam Kar
Learning Theory From First Principles
Francis Bach
Electromagnetic Wave Theory
Jin Au Kong