Non-Convex Optimization for Machine Learning
Prateek Jain & Purushottam Kar
How to Prove It: A Structured Approach
Daniel J. Velleman
Learning Theory From First Principles
Francis Bach
Proximal Algorithms
Neal Parikh & Stephen P. Boyd & Now Publishers
Bayesian Data Analysis
Andrew Gelman