Videos

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Graph-Based Approximation of Matérn Gaussian Fields Thumbnail

Graph-Based Approximation of Matérn Gaussian Fields

Presenter
  • Ruiyi Yang
September 2, 2022
IMSI
Convergence rates of non-stationary and deep Gaussian process regression Thumbnail

Convergence rates of non-stationary and deep Gaussian process regression

Presenter
  • Aretha Teckentrup
September 2, 2022
IMSI
Gaussian Whittle-Matérn fields on metric graphs Thumbnail

Gaussian Whittle-Matérn fields on metric graphs

Presenter
  • David Bolin
September 1, 2022
IMSI
Physics-Informed Learning Machines Thumbnail

Physics-Informed Learning Machines

Presenter
  • Maziar Raissi
September 1, 2022
IMSI
Large Scale Kriging by Substituting Optimization for Inversion Thumbnail

Large Scale Kriging by Substituting Optimization for Inversion

Presenter
  • Matthew Plumlee
September 1, 2022
IMSI
Computational Graph Completion Thumbnail

Computational Graph Completion

Presenter
  • Houman Owhadi
September 1, 2022
IMSI
Gaussian Process Regression Constrained by Boundary Value Problems Thumbnail

Gaussian Process Regression Constrained by Boundary Value Problems

Presenter
  • Mamikon Guilan
September 1, 2022
IMSI
Deep Gaussian Process Surrogates for Computer Experiments Thumbnail

Deep Gaussian Process Surrogates for Computer Experiments

Presenter
  • Robert Gramacy
August 31, 2022
IMSI
Fast methods for conditional simulation Thumbnail

Fast methods for conditional simulation

Presenter
  • Douglas Nychka
August 31, 2022
IMSI
Graphical models for nonstationary time series Thumbnail

Graphical models for nonstationary time series

Presenter
  • Suhasini Subba Rao
August 30, 2022
IMSI
Statistical Emulators for High-Dimensional Complex Forward Models in Remote Sensing Thumbnail

Statistical Emulators for High-Dimensional Complex Forward Models in Remote Sensing

Presenter
  • Emily Kang
August 30, 2022
IMSI
Multivariate Gaussian Random Fields: Statistical and Sample Path Properties Thumbnail

Multivariate Gaussian Random Fields: Statistical and Sample Path Properties

Presenter
  • Yimin Xiao
August 30, 2022
IMSI