Learning Theory From First Principles
Francis Bach
Information Geometry and Its Applications
Shun-Ichi Amari
Calculus
Gilbert Strang
Linear Algebra Done Right, 4th edition
Sheldon Axler, 吴俊达, 何阳
Computer Vision: Models, Learning, and Inference
Simon J. D. Prince