Workshop “Particles, Flows & Maps for Sampling Complex Distributions”

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Event details

Date 03.11.2025 06.11.2025
Hour 09:0017:00
Location
Category Conferences - Seminars
Event Language English

This workshop aims to foster interdisciplinary communication among researchers working on modeling, analysis, and numerical methods in particle systems, gradient flows, and random maps, to target the problem of sampling complex distributions. The talks will cover a wide range of theoretical and practical techniques, including applications in Bayesian inference, kinetic models, Optimal Transport, and optimization over distributions. By highlighting both stochastic and deterministic approaches, the workshop aims to identify common threads and promote collaboration among researchers tackling the sampling and associated problems from different perspectives of scientific computing, kinetic theory, optimization, and control.
This workshop is part of the Bernoulli Center programme at EPFL

Practical information

  • General public
  • Free

Organizer

  • Hossein Gorji (EMPA)
    Fabio Nobile (EPFL-CSQI)

Contact

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