Learning with Submodular Functions

By Francis Bach

Introduction to Machine Learning

By Ethem Alpaydin, Francis Bach

Machine Learning in Non Stationary Environments

By Francis Bach, Masashi Sugiyama, Motoaki Kawanabe

Introduction to Machine Learning

By Ethem Alpaydin, Francis Bach

Principles of Data Mining

By Padhraic Smyth, Francis Bach, David J. Hand, Heikki Mannila

Foundations of Machine Learning

By Afshin Rostamizadeh, Mehryar Mohri, Ameet Talwalkar, Francis Bach

Reinforcement Learning

By Andrew G. Barto, Francis Bach, Richard S. Sutton

Reinforcement Learning, second edition

By Andrew G. Barto, Francis Bach, Richard S. Sutton

The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intelligence.Reinforcement learning, one of t...

Gaussian Processes for Machine Learning

By Francis Bach, Carl Edward Rasmussen, Christopher K. I. Williams

Boosting

By Francis Bach, Robert E. Schapire, Yoav Freund