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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Singularities and discontinuities in Hamilton-Jacobi equations (17)
Pierre-Louis Lions

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Lecture
Singularities and discontinuities in Hamilton-Jacobi equations
Salle 5, Site Marcelin Berthelot
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Singularities and discontinuities in Hamilton-Jacobi equations (18)
Pierre-Louis Lions

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Lecture
Singularities and discontinuities in Hamilton-Jacobi equations
Salle 5, Site Marcelin Berthelot
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Viscosity solutions for path-dependent PDEs
Nizar Touzi

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Seminar
Applied mathematics
Salle 5, Site Marcelin Berthelot
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Frequency website (3)
Alain Connes

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Lecture
Frequencies website
Salle 5, Site Marcelin Berthelot
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Frequency website (4)
Alain Connes

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Lecture
Frequencies website
Salle 5, Site Marcelin Berthelot
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Hamilton-Jacobi equations with discontinuities : homogenization and dimension reduction
Yves Achdou

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Seminar
Applied mathematics
Salle 5, Site Marcelin Berthelot
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Non-uniform hyperbolicity for multidimensional perturbations of quadratic polynomials (1)
Jean-Christophe Yoccoz

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Lecture
Non-uniform hyperbolicity for multidimensional perturbations of quadratic polynomials
Salle 5, Site Marcelin Berthelot
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Non-uniform hyperbolicity for multidimensional perturbations of quadratic polynomials (2)
Jean-Christophe Yoccoz

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Lecture
Non-uniform hyperbolicity for multidimensional perturbations of quadratic polynomials
Salle 5, Site Marcelin Berthelot
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Frequency website (5)
Alain Connes

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Lecture
Frequencies website
Salle 5, Site Marcelin Berthelot
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Deep learning : a revolution in artificial intelligence
Yann LeCun

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Opening lecture
Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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Frequency website (6)
Alain Connes

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Lecture
Frequencies website
Salle 5, Site Marcelin Berthelot
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Why deep learning ?
Yann LeCun

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Lecture
Deep learning
Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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Multi-layer networks and gradient backpropagation
Yann LeCun

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Lecture
Deep learning
Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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Mathematical mysteries of convolutional neural networks
Stéphane Mallat

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Seminar
Deep learning : theory and practice
Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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Deep learning in practice
Yann LeCun

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Lecture
Deep learning
Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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Optimization and training of recurrent networks
Yann Ollivier

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Seminar
Deep learning : theory and practice
Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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Convolutional networks
Yann LeCun

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Lecture
Deep learning
Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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Speech recognition
Gabriel Synnaeve

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Seminar
Deep learning : theory and practice
Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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BDDs (Binary Decision Diagrams) and their applications
Gérard Berry

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Lecture
Data structures and algorithms for formal verification
Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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Application of BDDs in integrated circuit design
Jean-Christophe Madre et Patrick Vuillod

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Seminar
Data structures and algorithms for formal verification
Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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Harnack inequality for hypoelliptic kinetic equations with non-regular coefficients
Cyril Imbert

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Seminar
Applied mathematics
Salle 5, Site Marcelin Berthelot
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SAT : Boolean satisfaction
Gérard Berry

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Lecture
Data structures and algorithms for formal verification
Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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SAT : victories over difficult problems
Laurent Simon

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Seminar
Data structures and algorithms for formal verification
Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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On the edge of certain interacting particle systems derived from or inspired by random matrix models
Djalil Chafaï

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Seminar
Applied mathematics
Salle 5, Site Marcelin Berthelot
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SMT : satisfaction modulo theories
Gérard Berry

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Lecture
Data structures and algorithms for formal verification
Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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SMT in practice : the Alt-Ergo demonstrator
Sylvain Conchon

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Seminar
Data structures and algorithms for formal verification
Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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Convolutional networks. Vision applications
Yann LeCun

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Lecture
Deep learning
Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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The Fourier transform on the Heisenberg group : the " functions " point of view
Jean-Yves Chemin

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Seminar
Applied mathematics
Salle 5, Site Marcelin Berthelot
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Metric learning, structured prediction
Cordelia Schmid et Samy Bengio

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Seminar
Deep learning : theory and practice
Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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Formal verification of timed programs
Gérard Berry

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Lecture
Data structures and algorithms for formal verification
Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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