Geoffrey Hinton

Results: 92



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41

Analysis-by-Synthesis by Learning to Invert Generative Black Boxes Vinod Nair, Josh Susskind, and Geoffrey E. Hinton Department of Computer Science University of Toronto, Toronto, Ontario, Canada

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Source URL: www.cs.toronto.edu

Language: English - Date: 2009-01-11 17:49:24
    42

    Modeling Documents with a Deep Boltzmann Machine Nitish Srivastava Ruslan Salakhutdinov Geoffrey Hinton

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    Source URL: www.cs.toronto.edu

    Language: English - Date: 2013-07-12 15:03:08
      43Probability and statistics / Boltzmann machine / Latent variable / Generative model / Mixture model / Unsupervised learning / Statistical classification / Independent component analysis / Statistics / Statistical models / Machine learning

      Factored 3-Way Restricted Boltzmann Machines For Modeling Natural Images Marc’Aurelio Ranzato Alex Krizhevsky Geoffrey E. Hinton

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      Source URL: www.cs.toronto.edu

      Language: English - Date: 2010-06-05 20:44:53
      44Science / Artificial neural network / Boltzmann machine / Recurrent neural network / Feedforward neural network / Backpropagation / Speech recognition / Hidden Markov model / Early stopping / Neural networks / Machine learning / Cybernetics

      SUBMITTED TO IEEE TRANS. ON AUDIO, SPEECH, AND LANGUAGE PROCESSING 1 Acoustic Modeling using Deep Belief Networks Abdel-rahman Mohamed, George E. Dahl, and Geoffrey Hinton

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      Source URL: www.cs.toronto.edu

      Language: English - Date: 2011-03-01 16:37:24
      45Markov models / Statistical models / Data analysis / Neural networks / Speech recognition / Hidden Markov model / Boltzmann machine / Principal component analysis / Covariance matrix / Statistics / Probability and statistics / Machine learning

      Phone Recognition with the Mean-Covariance Restricted Boltzmann Machine George E. Dahl, Marc’Aurelio Ranzato, Abdel-rahman Mohamed, and Geoffrey Hinton Department of Computer Science University of Toronto {gdahl, ranza

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      Source URL: www.cs.toronto.edu

      Language: English - Date: 2010-10-31 17:33:50
      46Psychometrics / Market research / Multidimensional scaling / Semantic similarity / Similarity / Visualization / Statistics / Multivariate statistics / Science

      Mach Learn DOIs10994Visualizing non-metric similarities in multiple maps Laurens van der Maaten · Geoffrey Hinton

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      Source URL: homepage.tudelft.nl

      Language: English - Date: 2012-01-02 09:10:58
      47Science / Recurrent neural network / PAQ / Feedforward neural network / Boltzmann machine / Backpropagation through time / Backpropagation / Types of artificial neural networks / Long short term memory / Neural networks / Cybernetics / Neuroscience

      Generating Text with Recurrent Neural Networks Ilya Sutskever James Martens Geoffrey Hinton University of Toronto, 6 King’s College Rd., Toronto, ON M5S 3G4 CANADA

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      Source URL: www.cs.utoronto.ca

      Language: English - Date: 2011-05-11 22:05:53
      48Mathematics / Mathematical optimization / Stochastic gradient descent / Convex optimization / Gradient descent / Backpropagation / Perceptron / Gradient method / Autoencoder / Neural networks / Numerical analysis / Applied mathematics

      On the importance of initialization and momentum in deep learning Ilya Sutskever1 James Martens George Dahl Geoffrey Hinton

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      Source URL: www.cs.toronto.edu

      Language: English - Date: 2013-05-14 14:30:22
      49Higher education in Canada / Department of Computer Science / Natural Sciences and Engineering Research Council / University of Toronto / Maddison / Science and technology in Canada / Artificial intelligence / Science / Canada Research Chairs / Fellows of the Royal Society / Geoffrey Hinton

      Chris J. Maddison http://www.cs.toronto.edu/∼cmaddis/ Academic Career

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      Source URL: www.cs.toronto.edu

      Language: English - Date: 2015-05-19 10:05:59
      50Artificial intelligence / Autoencoder / Boltzmann machine / DBm / Geoffrey Hinton / Deep learning / Neural networks / Machine learning / Science

      Deep Boltzmann Machines as Feed-Forward Hierarchies Gr´ egoire Montavon Machine Learning Group TU Berlin

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      Source URL: gregoire.montavon.name

      Language: English - Date: 2012-02-14 06:18:21
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