Adaptive Computation and Machine Learning series

Han Bao e altri
Serie • 18 libri • Computer e internet
Deep Learning Deep Learning
Ian Goodfellow, Yoshua Bengio & Aaron Courville
Foundations of Computer Vision Foundations of Computer Vision
Antonio Torralba, Phillip Isola & William T. Freeman
Probabilistic Machine Learning Probabilistic Machine Learning
Kevin P. Murphy
Knowledge Graphs Knowledge Graphs
Mayank Kejriwal, Craig A. Knoblock & Pedro Szekely
Reinforcement Learning, second edition Reinforcement Learning, second edition
Richard S. Sutton & Andrew G. Barto
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