Adaptive Computation and Machine Learning series

Han Bao und andere
Reihe • 18 Bücher • Computer und Internet
Deep Learning Deep Learning
Ian Goodfellow, Yoshua Bengio & Aaron Courville
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
Introduction to Machine Learning, fourth edition Introduction to Machine Learning, fourth edition
Ethem Alpaydin
Probabilistic Machine Learning Probabilistic Machine Learning
Kevin P. Murphy
Probabilistic Graphical Models Probabilistic Graphical Models
Daphne Koller & Nir Friedman
Foundations of Computer Vision Foundations of Computer Vision
Antonio Torralba, Phillip Isola & William T. Freeman
Probabilistic Machine Learning Probabilistic Machine Learning
Kevin P. Murphy
Learning Theory from First Principles Learning Theory from First Principles
Francis Bach
Veridical Data Science Veridical Data Science
Bin Yu & Rebecca L. Barter