Recent Submissions

  • Sum-Product Networks: The Next Generation of Deep Models 

    Domingos, Pedro (2017-04-19)
    The two main types of deep learning are function approximation and probability estimation. Function approximators like convolutional neural networks are robust and allow for real-time inference, but are very inflexible, ...
  • The New Machine Leaming Center at GA Tech: Plans end Aspirations 

    Essa, Irfan (Georgia Institute of Technology, 2017-03-01)
    The Interdisciplinary Research Center (IRC) for Machine Learning at Georgia Tech (ML@GT) was established in Summer 2016 to foster research and academic activities in and around the discipline of Machine Learning. This ...