Information Theory, Inference and Learning Algorithms
David J. C. MacKay
Hyperparameter Optimization in Machine Learning
Luca Franceschi
Algorithms for Convex Optimization
Nisheeth K. Vishnoi
Computer Systems: A Programmer's Perspective Plus Masteringengineering ...
Randal E. Bryant & David R. O'Hallaron
Statistical Rethinking: A Bayesian Course With Examples in R ...
Richard McElreath
Probabilistic Graphical Models: Principles and Techniques
Daphne Koller & Nir Friedman