The UW machine learning community welcomes our two newest members, Carlos Guestrin and Emily Fox, who will be joining us in the fall of 2012.

UW has a highly active machine learning community. Check out the pages below.

Featured in ICRA 2012 St. Paul, MN, USA

    Detection-based Object Labeling in 3D Scenes
Kevin Lai, Liefeng Bo, Xiaofeng Ren and Dieter Fox
  Project:  RGB-D Object Recognition and Detection
 
Featured in UAI 2011

    Approximation by Quantization
Vibhav Gogate and Pedro Domingos
  Project:  Machine Reading, Alchemy, Statistical Relational Learning
 

    Probabilistic Theorem Proving
Vibhav Gogate and Pedro Domingos
  Project:  Machine Reading, Alchemy, Statistical Relational Learning
 

    Sum-Product Networks: A New Deep Architecture
Hoifung Poon and Pedro Domingos
   Best Paper Award
  Project:  Machine Reading, Alchemy, Statistical Relational Learning, Large-Scale Machine Learning
 
Featured in IROS 2011

      Depth Kernel Descriptors for Object Recognition
Liefeng Bo, Xiaofeng Ren and Dieter Fox
  Project:  RGB-D Object Recognition and Detection
 

More publications...