Foundations and Trends in Machine Learning, Volume 1

Volume 1, Number 1-2, 2008

• Martin J. Wainwright, Michael I. Jordan:
  Graphical Models, Exponential Families, and Variational Inference. 1-305
  

Volume 1, Number 3, 2008

• Dana Ron:
  Property Testing: A Learning Theory Perspective. 307-402
  

Volume 1, Number 4, 2009

• Sridhar Mahadevan:
  Learning Representation and Control in Markov Decision Processes: New Frontiers. 403-565