Browsing Computer Science and Artificial Intelligence Lab (CSAIL) by Subject "Deep learning"

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    • An Efficient Learning Procedure for Deep Boltzmann Machines 

      Salakhutdinov, Ruslan; Hinton, Geoffrey (2010-08-04)
      We present a new learning algorithm for Boltzmann Machines that contain many layers of hidden variables. Data-dependent statistics are estimated using a variational approximation that tends to focus on a single mode, and ...