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Operator-Theoretic Learning and Control: A Paradigm Shift in Stochastic Systems Theory
Presenter
- Boris Houska
October 31, 2025
IMSI
A transport map approach for Bayesian inference of dynamic inverse problems with heavy-tailed priors.
Presenter
- Mirjeta Pasha
April 3, 2025
IMSI
Methods for estimating network change points for multivariate time series
Presenter
- Ivor Cribben
February 22, 2018
IMA
Emergent Phase Change and Electromechanical Properties of Two-Dimensional and Few-Layer Mater
Presenter
- Evan Reed
May 17, 2017
IMA
Computational Mean-field Games: From Conventional Methods to Deep Generative Models
Presenter
- Rongjie Lai
March 12, 2024
ICERM
Payel Das - Design and Evaluation of Foundation Models and Generative AI in Molecular Space
Presenter
- Payel Das
January 23, 2023
IPAM
Climate Extreme Event Attribution and Extreme Value Theory
Presenter
- Phillippe Naveau
October 20, 2022
IMSI
Efficient Tensor Representation for Deep Learning with TensorLy and PyTorch
Presenter
- Jean Kossaifi
May 19, 2021
IPAM
Meso-scale Modeling of Sediment Deposition, Transport and Erosion During Tsunamis and Hurricanes
Presenter
- Robert Weiss
October 15, 2014
IMA
Systems-scale and integrative "omic" analysis of host-pathogen interactions in malaria
Presenter
- Mark Styczynski
April 9, 2014
MBI
Generative modeling of conditional spatial distributions via autoregressive Gaussian processes
Presenter
- Matthias Katzfuss
May 21, 2025
IMSI