Adaptive Computation and Machine Learning series

Han Bao and Others
Series • 18 Books • Computers & Internet
Deep Learning Deep Learning
Deep Learning
Ian Goodfellow, Yoshua Bengio & Aaron Courville
Machine Learning from Weak Supervision Machine Learning from Weak Supervision
Machine Learning from Weak Supervision
Masashi Sugiyama, Han Bao, Takashi Ishida, Paul Lu & Tomoya Sakai
Reinforcement Learning, second edition Reinforcement Learning, second edition
Reinforcement Learning, second edition
Richard S. Sutton & Andrew G. Barto
Foundations of Computer Vision Foundations of Computer Vision
Foundations of Computer Vision
Antonio Torralba, Phillip Isola & William T. Freeman
Probabilistic Machine Learning Probabilistic Machine Learning
Probabilistic Machine Learning
Kevin P. Murphy
Probabilistic Machine Learning Probabilistic Machine Learning
Probabilistic Machine Learning
Kevin P. Murphy
Probabilistic Graphical Models Probabilistic Graphical Models
Probabilistic Graphical Models
Daphne Koller & Nir Friedman
Machine Learning Machine Learning
Machine Learning
Kevin P. Murphy
Elements of Causal Inference Elements of Causal Inference
Elements of Causal Inference
Jonas Peters, Dominik Janzing & Bernhard Schölkopf
Learning Theory from First Principles Learning Theory from First Principles
Learning Theory from First Principles
Francis Bach