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Understanding and mitigating gradient flow pathologies in physics-informed neural networks
Presenter
- Paris Perdikaris
April 21, 2020
ICERM
From Fourier to Koopman - Spectral Methods for Long-term Time Series Prediction
Presenter
- J. Nathan Kutz
April 20, 2020
ICERM
Welcome and Fast Discovery of Pairwise Interactions in High Dimensions using Bayes
Presenter
- Tamara Broderick
April 20, 2020
ICERM
Generative Modeling by Estimating Gradients of the Data Distribution
Presenter
- Stefano Ermon
April 15, 2020
IAS
Sensor Selection for Bayesian Inverse Problems and Data Assimilation via Dimension Reduction
Presenter
- Nicole Nellesen
March 26, 2020
ICERM
Flexible machine learning approaches for computer-assisted surgery
Presenter
- Tom Vercauteren
January 30, 2020
IPAM
Challenges posed by dependency structures in non-normal multivariate data from microbiota
Presenter
- Susan Holmes
January 23, 2020
IPAM
Guild-based Strategy for Mining Gut Microbiome Data in Human Health and Diseases
Presenter
- Liping Zhao
January 23, 2020
IPAM