Adaptive Computation and Machine Learning series
Han Bao und andere
Reihe • 18 Bücher • Computer und Internet
Deep Learning
Ian Goodfellow, Yoshua Bengio & Aaron Courville
Knowledge Graphs
Mayank Kejriwal, Craig A. Knoblock & Pedro Szekely
Reinforcement Learning, second edition
Richard S. Sutton & Andrew G. Barto
Introduction to Machine Learning, fourth edition
Ethem Alpaydin
Probabilistic Machine Learning
Kevin P. Murphy
Probabilistic Graphical Models
Daphne Koller & Nir Friedman
Foundations of Computer Vision
Antonio Torralba, Phillip Isola & William T. Freeman
Probabilistic Machine Learning
Kevin P. Murphy
Learning Theory from First Principles
Francis Bach
Veridical Data Science
Bin Yu & Rebecca L. Barter