Deep Learning
Ian Goodfellow, Yoshua Bengio & Aaron Courville
Machine Learning from Weak Supervision
Masashi Sugiyama, Han Bao, Takashi Ishida, 盧楠 & Tomoya Sakai
Reinforcement Learning, second edition
Richard S. Sutton & Andrew G. Barto
Foundations of Computer Vision
Antonio Torralba, Phillip Isola & William T. Freeman
Probabilistic Machine Learning
Kevin P. Murphy
Probabilistic Machine Learning
Kevin P. Murphy
Probabilistic Graphical Models
Daphne Koller & Nir Friedman
Machine Learning
Kevin P. Murphy
Elements of Causal Inference
Jonas Peters, Dominik Janzing & Bernhard Schölkopf
Learning Theory from First Principles
Francis Bach