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Seminar

Apprenticeship and the curse of large dimensions

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    Program

    Data science mapping
    Stéphane Mallat

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    Lecture
    Apprenticeship and the curse of large dimensions
    Mireille-Delmas-Marty Amphitheater, Marcelin-Berthelot Site
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    2018 challenges presentation (1)
    Stéphane Mallat

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    Seminar
    Apprenticeship and the curse of large dimensions
    Mireille-Delmas-Marty Amphitheater, Marcelin-Berthelot Site
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    Bias-Complexity trade-off
    Stéphane Mallat

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    Lecture
    Apprenticeship and the curse of large dimensions
    Mireille-Delmas-Marty Amphitheater, Marcelin-Berthelot Site
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    Challenges 2018 (2)
    Stéphane Mallat

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    Seminar
    Apprenticeship and the curse of large dimensions
    Mireille-Delmas-Marty Amphitheater, Marcelin-Berthelot Site
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    The curse of large dimensions
    Stéphane Mallat

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    Lecture
    Apprenticeship and the curse of large dimensions
    Mireille-Delmas-Marty Amphitheater, Marcelin-Berthelot Site
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    Dimensionality reduction and denoising
    Stéphane Mallat

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    Lecture
    Apprenticeship and the curse of large dimensions
    Mireille-Delmas-Marty Amphitheater, Marcelin-Berthelot Site
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    Fourier analysis, filtering and sampling
    Stéphane Mallat

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    Lecture
    Apprenticeship and the curse of large dimensions
    Mireille-Delmas-Marty Amphitheater, Marcelin-Berthelot Site
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    Image denoising in a few formulas
    Jean-Michel Morel

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    Seminar
    Apprenticeship and the curse of large dimensions
    Mireille-Delmas-Marty Amphitheater, Marcelin-Berthelot Site
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    Transforms and wavelet bases
    Stéphane Mallat

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    Lecture
    Apprenticeship and the curse of large dimensions
    Mireille-Delmas-Marty Amphitheater, Marcelin-Berthelot Site
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    Tackling a machine learning competition : methodology and practical examples
    Pierre Courtiol

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    Seminar
    Apprenticeship and the curse of large dimensions
    Mireille-Delmas-Marty Amphitheater, Marcelin-Berthelot Site
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    Bayesian and linear kernel learning
    Stéphane Mallat

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    Lecture
    Apprenticeship and the curse of large dimensions
    Mireille-Delmas-Marty Amphitheater, Marcelin-Berthelot Site
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    Kernel regression and convex optimization
    Stéphane Mallat

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    Lecture
    Apprenticeship and the curse of large dimensions
    Mireille-Delmas-Marty Amphitheater, Marcelin-Berthelot Site
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    Kernel classification and SVM
    Stéphane Mallat

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    Lecture
    Apprenticeship and the curse of large dimensions
    Mireille-Delmas-Marty Amphitheater, Marcelin-Berthelot Site
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    Federated learning for medical data
    Gilles Wainrib

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    Seminar
    Apprenticeship and the curse of large dimensions
    Mireille-Delmas-Marty Amphitheater, Marcelin-Berthelot Site
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    Gradient descent and neural networks
    Stéphane Mallat

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    Lecture
    Apprenticeship and the curse of large dimensions
    Mireille-Delmas-Marty Amphitheater, Marcelin-Berthelot Site
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    Stochastic and conditional gradients for neural networks
    Francis Bach

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    Seminar
    Apprenticeship and the curse of large dimensions
    Mireille-Delmas-Marty Amphitheater, Marcelin-Berthelot Site
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    See also

    Lecture related to the seminar: Apprenticeship and the curse of large dimensions
    Stéphane Mallat, chair Data science