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