Adaptive Computation and Machine Learning series
Han Bao y otros
Serie • 18 libros • Informática e internet
Deep Learning
Ian Goodfellow, Yoshua Bengio & Aaron Courville
Reinforcement Learning, second edition
Richard S. Sutton & Andrew G. Barto
Introduction to Machine Learning, fourth edition
Ethem Alpaydin
Introduction to Natural Language Processing
Jacob Eisenstein
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