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Seminar

Learning and generation by random sampling

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    Program

    Modeling and sampling
    Stéphane Mallat

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    Lecture
    Learning and generation by random sampling
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Data Challenges 2024 (1)
    Stéphane Mallat

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    Seminar
    Learning and generation by random sampling
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Monte Carlo method
    Stéphane Mallat

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    Lecture
    Learning and generation by random sampling
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Data Challenges 2024 (2)
    Stéphane Mallat

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    Seminar
    Learning and generation by random sampling
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Markov field models
    Stéphane Mallat

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    Lecture
    Learning and generation by random sampling
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Presentations of the 2023 challenge winners
    Stéphane Mallat

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    Seminar
    Learning and generation by random sampling
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Parameter learning by Kullback-Leibler divergence
    Stéphane Mallat

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    Lecture
    Learning and generation by random sampling
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Generative models for the simulation of equilibrium systems
    Marylou Gabrié

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    Seminar
    Learning and generation by random sampling
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Score-based parameter learning
    Stéphane Mallat

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    Lecture
    Learning and generation by random sampling
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Causal model learning from data
    Michèle Sebag

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    Seminar
    Learning and generation by random sampling
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Sampling
    Stéphane Mallat

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    Lecture
    Learning and generation by random sampling
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Sampling with auxiliary distributions : from teleportation to Markov chain importance sampling
    Randal Douc

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    Seminar
    Learning and generation by random sampling
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Metropolis-Hasting algorithm
    Stéphane Mallat

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    Lecture
    Learning and generation by random sampling
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Approximate Bayesian calculation methods (ABC)
    Christian Robert

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    Seminar
    Learning and generation by random sampling
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Diffusion score sampling
    Stéphane Mallat

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    Lecture
    Learning and generation by random sampling
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    An Alternative View of Denoising Diffusion Models
    Francis Bach

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    Seminar
    Learning and generation by random sampling
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    See also

    Lecture related to the seminar: Learning and generation by random sampling
    Stéphane Mallat, chair Data science