Agenda

Lectures at the Collège de France are free and open to all, subject to availability. The public is advised to arrive at least 30 minutes before the lecture starts. Places cannot be reserved and are allocated on a first-come, first-served basis.

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The architecture of complexity
Stéphane Mallat

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Lecture
Multiscale models and convolutional neural networks
Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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2020 Data Challenges (2)
Stéphane Mallat

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Seminar
Multiscale models and convolutional neural networks
Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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Eternity is a long time : divergence, domain theory, coinductive approaches
Xavier Leroy

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Lecture
Mechanized semantics : when the machine reasons about its languages
Amphithéâtre Guillaume Budé, Site Marcelin Berthelot
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Mechanized abstract interpreters
David Pichardie

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Seminar
Mechanized semantics : when the machine reasons about its languages
Amphithéâtre Guillaume Budé, Site Marcelin Berthelot
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Around barycentres in Wasserstein space
Guillaume Carlier

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Seminar
Applied mathematics
Salle 5, Site Marcelin Berthelot
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Approximation and separability
Stéphane Mallat

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Lecture
Multiscale models and convolutional neural networks
Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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Presentation of the 2019 challenge winners
Stéphane Mallat

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Seminar
Multiscale models and convolutional neural networks
Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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Functions and types : the semantics of a functional language
Xavier Leroy

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Lecture
Mechanized semantics : when the machine reasons about its languages
Amphithéâtre Guillaume Budé, Site Marcelin Berthelot
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Understanding and Evolving the Rust Programming Language
Derek Dreyer

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Seminar
Mechanized semantics : when the machine reasons about its languages
Amphithéâtre Guillaume Budé, Site Marcelin Berthelot
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Symmetry groups and parsimony
Stéphane Mallat

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Lecture
Multiscale models and convolutional neural networks
Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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Deep neural networks for music audio signals
Geoffroy Peeters

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Seminar
Multiscale models and convolutional neural networks
Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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What's in a Name? Representing variables and their relationships
Xavier Leroy

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Seminar
Mechanized semantics : when the machine reasons about its languages
Amphithéâtre Guillaume Budé, Site Marcelin Berthelot
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Coq en Coq ? Mechanizing the logic of a demo assistant
Xavier Leroy

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Lecture
Mechanized semantics : when the machine reasons about its languages
Amphithéâtre Guillaume Budé, Site Marcelin Berthelot
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Convolutions and time-frequency representations
Stéphane Mallat

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Lecture
Multiscale models and convolutional neural networks
Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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Artificial intelligence and natural intelligence: towards bio-inspired AI
Simon Thorpe

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Seminar
Multiscale models and convolutional neural networks
Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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Application of periods and its derivative : infinitesimal variations of Hodge structure (VISH)
Claire Voisin

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Lecture
Infinitesimal variations of Hodge structure
Salle 5, Site Marcelin Berthelot
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Wavelet transforms
Stéphane Mallat

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Lecture
Multiscale models and convolutional neural networks
Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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Deep learning applications for histology
Pierre Courtiol

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Seminar
Multiscale models and convolutional neural networks
Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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Real homotopy of configuration spaces (1)
Najib Idrissi

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Guest lecturer
Real homotopy of configuration spaces
Salle 5, Site Marcelin Berthelot
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VISH of hypersurfaces and Jacobian rings
Claire Voisin

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Lecture
Infinitesimal variations of Hodge structure
Salle 5, Site Marcelin Berthelot
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Interacting Particle Systems: fast algorithms for classical and quantum N-body problems and non-convex optimization
Shi Jin

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Seminar
Applied mathematics
Salle 5, Site Marcelin Berthelot
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Wavelets for images
Stéphane Mallat

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Lecture
Multiscale models and convolutional neural networks
Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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Physiological models of hearing
Shihab Shamma

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Seminar
Multiscale models and convolutional neural networks
Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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Real homotopy of configuration spaces (2)
Najib Idrissi

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Guest lecturer
Real homotopy of configuration spaces
Salle 5, Site Marcelin Berthelot
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Study of Jacobian rings : the symmetrization lemma and applications. Generic Torelli theorem for hypersurfaces ; study of the Abel-Jacobi application, I
Claire Voisin

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Lecture
Infinitesimal variations of Hodge structure
Salle 5, Site Marcelin Berthelot
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Langlands functoriality and the functional equation of automorphic L-functions
Bảo Châu Ngô

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Opening lecture
Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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Study of Jacobian rings : the symmetrization lemma and applications. Generic Torelli theorem for hypersurfaces ; study of the Abel-Jacobi application, II
Claire Voisin

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Lecture
Infinitesimal variations of Hodge structure
Salle 5, Site Marcelin Berthelot
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Algebraic Rham class of a cycle and infinitesimal invariants
Claire Voisin

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Lecture
Infinitesimal variations of Hodge structure
Salle 5, Site Marcelin Berthelot
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Infinitesimal analysis of the Noether-Lefschetz locus and applications
Claire Voisin

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Lecture
Infinitesimal variations of Hodge structure
Salle 5, Site Marcelin Berthelot
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Real homotopy of configuration spaces (3)
Najib Idrissi

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Guest lecturer
Real homotopy of configuration spaces
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