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Gene expression recovery in single cell transcriptomic data
Presenter
- Nancy Zhang
September 10, 2020
IAS
Model-based clustering of high-dimensional data: Pitfalls & solutions
Presenter
- David Dunson
September 9, 2020
IAS
Generative Modeling by Estimating Gradients of the Data Distribution
Presenter
- Stefano Ermon
May 12, 2020
IAS
Operator-split reduced order models for problems with moving interfaces
Presenter
- George Biros
April 24, 2020
ICERM
History Matching for Inverse Modelling in Physical and Biological Systems
Presenter
- Peter Challenor
April 24, 2020
ICERM
Characterizing Markov process dynamics from trajectory data
Presenter
- Jonathan Weare
April 23, 2020
ICERM
Extreme event probability estimation using large-deviation theory and PDE-constrained optimization, with application to tsunamis
Presenter
- Georg Stadler
April 23, 2020
ICERM
Output-weighted optimal sampling for Bayesian regression and rare event statistics using few samples
Presenter
- Themistoklis Sapsis
April 23, 2020
ICERM
Transport and Multilevel Approaches for Large-Scale PDE-Constrained Bayesian Inference
Presenter
- Robert Scheichl
April 23, 2020
ICERM
Optimal experimental design for the quantification of model uncertainty
Presenter
- Karen Veroy-Grepl
April 22, 2020
ICERM
Understanding and mitigating gradient flow pathologies in physics-informed neural networks
Presenter
- Paris Perdikaris
April 21, 2020
ICERM