Entropy and Diversity: The Axiomatic Approach
Tom Leinster
The Design of Approximation Algorithms
David P. Williamson & David B. Shmoys
Learning Theory From First Principles
Francis Bach
Physics-based Deep Learning
N. Thuerey, B. Holzschuh, P. Holl, G. Kohl, M. Lino, Q. Liu, ...
Information Theory, Inference and Learning Algorithms
David J. C. MacKay