Research Workshop

WDSCSP21.2

Mean-field approaches in Machine Learning and Statistics

Part of the long program on Distributed Solutions to Complex Societal Problems

October 18-21, 2021

Organizers

  • Marc Hoffmann (University of Paris-Dauphine)
  • Francis Bach (INRIA and Ecole Normale Superieure)

Description

The aim of this workshop is to gather specialists from machine learning and statistics to applied probability and analysis who share a common interest in mean-field models. Potential applications range from mean-field games to stochastic algorithms and simulations, neural networks and frequentist or Bayesian statistical inference for interacting systems.

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