Learning Theory From First Principles
Francis Bach
Why Greatness Cannot Be Planned: The Myth of the Objective
Kenneth O. Stanley & Joel Lehman
Recommender Systems: The Textbook
Charu C. Aggarwal
Information Geometry and Its Applications
Shun-Ichi Amari
Proximal Algorithms
Neal Parikh & Stephen P. Boyd & Now Publishers
Non-Convex Optimization for Machine Learning
Prateek Jain & Purushottam Kar