Videos

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Metric representations - Algorithms and Geometry

Presenter
  • Anna Gilbert
April 21, 2020
ICERM

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 Thumbnail

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
Learning from Censored and Dependent Data Thumbnail

Learning from Censored and Dependent Data

Presenter
  • Constantinos Daskalakis
March 9, 2020
IAS
Learning from Multiple Biased Sources Thumbnail

Learning from Multiple Biased Sources

Presenter
  • Clayton Scott
February 25, 2020
IAS
Flexible machine learning approaches for computer-assisted surgery Thumbnail

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 Thumbnail

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 Thumbnail

Guild-based Strategy for Mining Gut Microbiome Data in Human Health and Diseases

Presenter
  • Liping Zhao
January 23, 2020
IPAM
Permutation property testing Thumbnail

Permutation property testing

Presenter
  • Fan Wei
December 17, 2019
IAS