Videos

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Tensor-train decomposition and its applications in machine learning Thumbnail

Tensor-train decomposition and its applications in machine learning

Presenter
  • Ivan Oseledets
April 21, 2021
IPAM
Parallel Algorithms for Tensor Train Arithmetic Thumbnail

Parallel Algorithms for Tensor Train Arithmetic

Presenter
  • Peter Benner
March 31, 2021
IPAM
Solving Backward Stochastic Differential Equation and Hamilton Jacobi Bellmann (HJB) equations with Tree Based Tensor Networks (HT/TT) Thumbnail

Solving Backward Stochastic Differential Equation and Hamilton Jacobi Bellmann (HJB) equations with Tree Based Tensor Networks (HT/TT)

Presenter
  • Reinhold Schneider
March 30, 2021
IPAM
Approximation and learning with tree tensor networks Thumbnail

Approximation and learning with tree tensor networks

Presenter
  • Anthony Nouy
March 30, 2021
IPAM
Machine Learning for Fluid Mechanics Thumbnail

Machine Learning for Fluid Mechanics

Presenter
  • Steve Brunton
January 12, 2021
IPAM
Generalized Energy-Based Models Thumbnail

Generalized Energy-Based Models

Presenter
  • Arthur Gretton
July 28, 2020
IAS
Trying to Make Sense of Control from Pixels Thumbnail

Trying to Make Sense of Control from Pixels

Presenter
  • Benjamin Recht
February 25, 2020
IPAM
Deep Learning for Medical Image Registration Thumbnail

Deep Learning for Medical Image Registration

Presenter
  • Marc Niethammer
January 31, 2020
IPAM
Data-driven transfer operator approximation, model reduction, and system identification Thumbnail

Data-driven transfer operator approximation, model reduction, and system identification

Presenter
  • Stefan Klus
November 1, 2019
IPAM
Learning to learn, learning to forget Thumbnail

Learning to learn, learning to forget

Presenter
  • Pratyush Tiwary
October 18, 2019
IPAM
Data Analysis with the Riemannian Geometry of Symmetric Positive-Definite Matrices Thumbnail

Data Analysis with the Riemannian Geometry of Symmetric Positive-Definite Matrices

Presenter
  • Ronen Talmon
April 29, 2019
IPAM
Generalized Aggregate Descriptor Approximations Thumbnail

Generalized Aggregate Descriptor Approximations

Presenter
  • Chris Anderson
November 30, 2018
IPAM