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Seminar

Deep neural network learning

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    Program

    Introduction to deep neural networks
    Stéphane Mallat

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    Lecture
    Deep neural network learning
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Introducing 7 data challenges 2019 (1)
    Stéphane Mallat

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    Seminar
    Deep neural network learning
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Applications of deep neural networks
    Stéphane Mallat

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    Lecture
    Deep neural network learning
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Introducing 7 data challenges 2019 (2)
    Stéphane Mallat

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    Seminar
    Deep neural network learning
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Neural network approximations and regularity
    Stéphane Mallat

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    Lecture
    Deep neural network learning
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Presentation of the 2018 challenge winners
    Stéphane Mallat

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    Seminar
    Deep neural network learning
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    The origins : cybernetics and the perceptron
    Stéphane Mallat

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    Lecture
    Deep neural network learning
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Weakly supervised learning for visual recognition
    Josef Sivic

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    Seminar
    Deep neural network learning
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Universal single-layer hidden network approximation
    Stéphane Mallat

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    Lecture
    Deep neural network learning
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Natural language
    Pitor Bojanowski

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    Seminar
    Deep neural network learning
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Approximation error with a hidden layer and regularity
    Stéphane Mallat

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    Lecture
    Deep neural network learning
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Automatic video analysis
    Cordelia Schmid

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    Seminar
    Deep neural network learning
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Maximum likelihood network optimization
    Stéphane Mallat

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    Lecture
    Deep neural network learning
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Deep reinforcement learning
    Yann Ollivier

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    Seminar
    Deep neural network learning
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Gradient descent and gradient backpropagation
    Stéphane Mallat

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    Lecture
    Deep neural network learning
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Convergence of stochastic gradient descent
    Stéphane Mallat

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    Lecture
    Deep neural network learning
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    See also

    Lecture related to the seminar: Deep neural network learning
    Stéphane Mallat, chair Data science