Saturday, November 29, 2014

Мастер-класс по Deep Learning

В данном посте представлены материалы с прошедшего 5-6 ноября мастер-класса по теме Deep Learning в Tel-Aviv University.

  • The Unreasonable Effectiveness Of Deep Learning (Yann LeCun - Facebook, NYU)
    VIDEO (PART 1) - VIDEO (PART 2) - PDF

  • SimNets: A Generalization of Convolutional Networks (Amnon Shashua - HUJI/ICRI-CI)
    VIDEO - PDF

  • Learning to Discover Efficient Mathematical Identities (Rob Fergus - Facebook)
    VIDEO - PDF

  • Accelerating Stochastic Optimization (Shai-Shalev Shwartz - HUJI/ICRI-CI)
    VIDEO - PDF

  • Supervised Learning with Deep Neural Networks (Ilya Sutskever - Google)
    VIDEO - PDF

  • Fundamentals of Deep Learning of Representations (Yoshua Bengio - Universite de Montreal)
    VIDEO - PDF

Другие интересные материалы по теме Deep Learning:

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