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 1 - Lawrence, Steve Browse Website open in new window
   
  07-January-2012 
Information dissemination and retrieval, machine learning and neural networks.



 
   
  07-January-2012 
Graphical models, machine learning, reinforcement learning.



 
 3 - MacKay, David Browse Website open in new window
   
  07-January-2012 
Bayesian theory and inference, error-correcting codes, machine learning.



 
 4 - Kearns, Michael Browse Website open in new window
   
  07-January-2012 
Reinforcement learning, probabilistic reasoning, machine learning, spoken dialogue systems.



 
 5 - Honavar, Vasant Browse Website open in new window
   
  07-January-2012 
Constructive learning, computational learning theory, spatial learning, cognitive modelling, incremental learning.



 
   
  07-January-2012 
Statistical machine learning, text and natural language processing, information retrieval, information theory.



 
 7 - LeCun, Yann Browse Website open in new window
   
  07-January-2012 
Handwritten recognition, convolutional networks, image compression. Noted for LeNet.



 
   
  07-January-2012 
Statistical signal and image processing, natural image modelling, graphical models.



 
   
  07-January-2012 
Unsupervised learning with rich sensory input. Most noted for being a co-inventor of back-propagation.



 
 10 - Xing, Eric Browse Website open in new window
   
  07-January-2012 
Statistical learning, machine learning approaches to computational biology, pattern recognition and control.


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