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Kinetic Theory: Novel Statistical, Stochastic and Analytical Methods: Explicit construction of zero loss minimizers and the interpretability problem in Deep Learning
Presenter
- Thomas Chen
October 21, 2025
SLMath
Kinetic Theory: Novel Statistical, Stochastic and Analytical Methods: Using the unified thermodynamic (UT) algorithm for constructing metriplectic systems, such as `exotic’ collision operator
Presenter
- Philip Morrison
October 20, 2025
SLMath
Kinetic Theory: Novel Statistical, Stochastic and Analytical Methods: Critical trajectories in kinetic geometry
Presenter
- Clément Mouhot
October 20, 2025
SLMath
Matthew Rosenzweig - Recent progress on mean-field dynamics of Coulomb/Riesz gases - IPAM at UCLA
Presenter
- Matthew Rosenzweig
September 16, 2025
IPAM
Jiajia Yu - Learning and Inference in Mean-Field Games - IPAM at UCLA
Presenter
- Jiajia Yu
July 16, 2025
IPAM
Andreas Deuchert - The Gibbs state of the mean-field Bose gas - IPAM at UCLA
Presenter
- Andreas Deuchert
April 3, 2025
IPAM
Sharp quantitative propagation of chaos for mean field and non-exchangeable diffusions
Presenter
- Daniel Lacker
May 9, 2024
ICERM
On the long time behavior of mean field control problems
Presenter
- Alekos Cecchin
February 22, 2023
IMSI
Utilizing Machine Learning to Solve Stackelberg Mean Field Game
Presenter
- Gökçe Dayanikli
February 22, 2023
IMSI
Free boundary regularity of first-order mean field games
Presenter
- Sebastian Munoz
February 22, 2023
IMSI
Deep Learning for Principal-Agent Mean Field Games
Presenter
- Sebastian Jaimungal
December 8, 2021
IMSI