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Solving Backward Stochastic Differential Equation and Hamilton Jacobi Bellmann (HJB) equations with Tree Based Tensor Networks (HT/TT)
Presenter
- Reinhold Schneider
March 30, 2021
IPAM
Sensing Psychosis: Toward Robust Computational Phenotypes in Severe Mental Illness
Presenter
- Justin Baker
February 19, 2020
IPAM
Algorithm and Hardness for Kernel Matrices in Numerical Linear Algebra and Machine Learning
Presenter
- Zhao Song
February 4, 2020
IAS
A Machine Learning Framework for Optimal Transport of High-Dimensional Densities
Presenter
- Lars Ruthotto
January 27, 2020
IPAM
Improving PDE solvers and PDE-constrained optimization with deep learning and differentiable programming
Presenter
- Stephan Hoyer
October 18, 2019
IPAM
Coarse graining autoencoders and evolutionary learning of atomistic potentials
Presenter
- Rafael Gomez-Bombarelli
September 24, 2019
IPAM
An Optimal Transportation (OT) View of Generative Adversarial Networks (GANs) (Part 2/2)
Presenter
- David Xianfeng Gu
March 13, 2019
IPAM
An Optimal Transportation (OT) View of Generative Adversarial Networks (GANs) (Part 1/2)
Presenter
- David Xianfeng Gu
March 13, 2019
IPAM
Stochastic Surface Walking Method for Reaction Sampling and the Combination with Machine Learning
Presenter
- Zhi-Pan Liu
October 20, 2017
IPAM