Adaptive Computation and Machine Learning series
Han Bao and Others
Series • 18 Books • Computers & Internet
Deep Learning
Ian Goodfellow, Yoshua Bengio & Aaron Courville
Reinforcement Learning, second edition
Richard S. Sutton & Andrew G. Barto
Probabilistic Machine Learning
Kevin P. Murphy
Fairness and Machine Learning
Solon Barocas, Moritz Hardt & Arvind Narayanan
Introduction to Machine Learning, fourth edition
Ethem Alpaydin
Foundations of Machine Learning, second edition
Mehryar Mohri, Afshin Rostamizadeh & Ameet Talwalkar
Elements of Causal Inference
Jonas Peters, Dominik Janzing & Bernhard Schölkopf
Veridical Data Science
Bin Yu & Rebecca L. Barter
Foundations of Computer Vision
Antonio Torralba, Phillip Isola & William T. Freeman
Probabilistic Machine Learning
Kevin P. Murphy