Adaptive Computation and Machine Learning series
Han Bao und andere
Reihe • 18 Bücher • Computer und Internet
Reinforcement Learning, second edition
Richard S. Sutton & Andrew G. Barto
Deep Learning
Ian Goodfellow, Yoshua Bengio & Aaron Courville
Probabilistic Machine Learning
Kevin P. Murphy
Introduction to Machine Learning, fourth edition
Ethem Alpaydin
Introduction to Natural Language Processing
Jacob Eisenstein
Knowledge Graphs
Mayank Kejriwal, Craig A. Knoblock & Pedro Szekely
Foundations of Machine Learning, second edition
Mehryar Mohri, Afshin Rostamizadeh & Ameet Talwalkar
Elements of Causal Inference
Jonas Peters, Dominik Janzing & Bernhard Schölkopf
Learning Theory from First Principles
Francis Bach
Veridical Data Science
Bin Yu & Rebecca L. Barter