Adaptive Computation and Machine Learning series
Han Bao e outros
Série • 18 livros • Computadores e Internet
Foundations of Computer Vision
Antonio Torralba, Phillip Isola & William T. Freeman
Probabilistic Machine Learning
Kevin P. Murphy
Machine Learning from Weak Supervision
Masashi Sugiyama, Han Bao, Takashi Ishida, 盧楠 & Tomoya Sakai
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
Fairness and Machine Learning
Solon Barocas, Moritz Hardt & Arvind Narayanan
Introduction to Online Convex Optimization, second edition
Elad Hazan
Probabilistic Machine Learning
Kevin P. Murphy