Adaptive Computation and Machine Learning series

Han Bao et autres
Série • 18 livres • Informatique et Internet
Deep Learning Deep Learning
Ian Goodfellow, Yoshua Bengio & Aaron Courville
Probabilistic Machine Learning Probabilistic Machine Learning
Kevin P. Murphy
Foundations of Computer Vision Foundations of Computer Vision
Antonio Torralba, Phillip Isola & William T. Freeman
Learning Theory from First Principles Learning Theory from First Principles
Francis Bach
Veridical Data Science Veridical Data Science
Bin Yu & Rebecca L. Barter
Fairness and Machine Learning Fairness and Machine Learning
Solon Barocas, Moritz Hardt & Arvind Narayanan
Probabilistic Machine Learning Probabilistic Machine Learning
Kevin P. Murphy
Introduction to Online Convex Optimization, second edition Introduction to Online Convex Optimization, second edition
Elad Hazan
Machine Learning from Weak Supervision Machine Learning from Weak Supervision
Masashi Sugiyama, Han Bao, Takashi Ishida, 盧楠 & Tomoya Sakai
Introduction to Machine Learning, fourth edition Introduction to Machine Learning, fourth edition
Ethem Alpaydin