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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Advanced control structures : from subroutines to coroutines and parallelism
Xavier Leroy

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Lecture
Control structures : from goto to algebraic effects
Amphithéâtre Guillaume Budé, Site Marcelin Berthelot
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Conversing with the machine
Benoît Sagot

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Lecture
Teaching languages to machines
Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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Prediction is understanding : a neuro-cognitive model of language based on prediction
Philippe Blache

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Seminar
Teaching languages to machines
Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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Applied mathematics (10)
Pierre-Louis Lions

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Canceled
Seminar
Applied mathematics
Salle 5, Site Marcelin Berthelot
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Optimal spectral hole for random regular graphs, after J. Friedman (II)
Nalini Anantharaman

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Lecture
Graph and surface spectra
Salle 5, Site Marcelin Berthelot
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From the geodesic flow to the wave equation on an Anosov variety
Frédéric Faure

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Seminar
Spectra in hyperbolic geometry
Salle 5, Site Marcelin Berthelot
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Parameter learning by Kullback-Leibler divergence
Stéphane Mallat

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Lecture
Learning and generation by random sampling
Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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Representations of p-adic Groups (3)
Jessica Fintzen

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Guest lecturer
Representations of p-adic Groups
Salle 5, Site Marcelin Berthelot
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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
Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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The Berezinsky-Kosterlitz-Thouless transition at the critical point (3)
Piet Lammers

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Guest lecturer
Berezinsky-Kosterlitz-Thouless transition at critical point
Salle 5, Site Marcelin Berthelot
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Control hunting... : declarative programming
Xavier Leroy

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Lecture
Control structures : from goto to algebraic effects
Amphithéâtre Guillaume Budé, Site Marcelin Berthelot
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How to reconcile parallelism and control ? Approaches to general-purpose and graphics processor architectures
Caroline Collange

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Seminar
Control structures : from goto to algebraic effects
Amphithéâtre Guillaume Budé, Site Marcelin Berthelot
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Multimodalities : NLP and images, NLP and speech
Benoît Sagot

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Lecture
Teaching languages to machines
Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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Goal-oriented AI : towards machines capable of learning, reasoning and planning
Yann LeCun

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Seminar
Teaching languages to machines
Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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Score-based parameter learning
Stéphane Mallat

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Lecture
Learning and generation by random sampling
Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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Representations of p-adic Groups (4)
Jessica Fintzen

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Guest lecturer
Representations of p-adic Groups
Salle 5, Site Marcelin Berthelot
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Causal model learning from data
Michèle Sebag

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Seminar
Learning and generation by random sampling
Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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The Berezinsky-Kosterlitz-Thouless transition at the critical point (4)
Piet Lammers

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Guest lecturer
Berezinsky-Kosterlitz-Thouless transition at critical point
Salle 5, Site Marcelin Berthelot
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Programming control structures : continuations and control operators
Xavier Leroy

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Lecture
Control structures : from goto to algebraic effects
Amphithéâtre Guillaume Budé, Site Marcelin Berthelot
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Intermediate representations for compilation : freeing yourself from the control flow graph
Delphine Demange

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Seminar
Control structures : from goto to algebraic effects
Amphithéâtre Guillaume Budé, Site Marcelin Berthelot
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Effects practice : from exceptions to effects managers
Xavier Leroy

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Lecture
Control structures : from goto to algebraic effects
Amphithéâtre Guillaume Budé, Site Marcelin Berthelot
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Compiling and Typing with Continuations
Andrew Kennedy

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Seminar
Control structures : from goto to algebraic effects
Amphithéâtre Guillaume Budé, Site Marcelin Berthelot
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Sampling
Stéphane Mallat

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Lecture
Learning and generation by random sampling
Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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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
Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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Effect theory : from monads to algebraic effects
Xavier Leroy

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Lecture
Control structures : from goto to algebraic effects
Amphithéâtre Guillaume Budé, Site Marcelin Berthelot
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Continuations : five minutes to learn, a lifetime to understand 
Olivier Danvy

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Seminar
Control structures : from goto to algebraic effects
Amphithéâtre Guillaume Budé, Site Marcelin Berthelot
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Metropolis-Hasting algorithm
Stéphane Mallat

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

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Seminar
Learning and generation by random sampling
Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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Typing and static analysis of effects
Xavier Leroy

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Lecture
Control structures : from goto to algebraic effects
Amphithéâtre Guillaume Budé, Site Marcelin Berthelot
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Effect Handlers and Mathematically Inspired Language Constructs
Matija Pretnar

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Seminar
Control structures : from goto to algebraic effects
Amphithéâtre Guillaume Budé, Site Marcelin Berthelot
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