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Neural SDEs: Deep Generative Models in the Diffusion Limit
Presenter
- Maxim Raginsky
May 19, 2020
IAS
Variational approximation of dynamical systems using machine learning
Presenter
- Frank Noé
February 11, 2019
IPAM
Competing sources of variance reduction in parallel replica Monte Carlo, and optimization in the low temperature limit
Presenter
- Paul Dupuis
November 16, 2017
IPAM
Fokker-Planck equations, Free Energy, and Markov Processes on Graphs
Presenter
- Haomin Zhou
October 15, 2013
SLMath
The Schrödinger problem: a probabilistic analogue of optimal transport. Application to discrete metric graphs
Presenter
- Christian Leonard
August 30, 2013
SLMath
Simulation Methods for Stochastic Chemical Systems that Arise from a Random Time Change Representation
Presenter
- David Anderson
January 15, 2008
IMA
Almost nearly perfect Bayesian inversion with physics-informed deep generative models: Applications to computational imaging
Presenter
- Marcelo Pereyra
March 2, 2026
ICERM