Hyperparameter Optimization in Machine Learning
Luca Franceschi
Pen and Paper Exercises in Machine Learning
Michael U. Gutmann
Information Theory, Inference and Learning Algorithms
David J. C. MacKay
Recommender Systems: The Textbook
Charu C. Aggarwal
Entropy and Diversity: The Axiomatic Approach
Tom Leinster