Videos

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Simplicial Neural Networks Thumbnail

Simplicial Neural Networks

Presenter
  • Stefania Ebli
April 29, 2021
IMSI
Learning in Graph Neural Networks Thumbnail

Learning in Graph Neural Networks

Presenter
  • Stefanie Jegelka
April 15, 2021
IMSI
Training neural ODEs for density estimation Thumbnail

Training neural ODEs for density estimation

Presenter
  • Christopher Finlay
April 23, 2020
IPAM

Novel tensor framework for model reduction and neural networks

Presenter
  • Shashanka Ubaru
March 23, 2020
ICERM
Understanding Deep Neural Networks: From Generalization to Interpretability Thumbnail

Understanding Deep Neural Networks: From Generalization to Interpretability

Presenter
  • Gitta Kutyniok
March 5, 2020
IAS
Graph neural networks for combinatorial optimization problems Thumbnail

Graph neural networks for combinatorial optimization problems

Presenter
  • Soledad Villar
November 21, 2019
IPAM
Covariant neural network architectures for learning physics Thumbnail

Covariant neural network architectures for learning physics

Presenter
  • Risi Kondor
November 18, 2019
IPAM
Euclidean Neural Networks* for Emulating Ab Initio Calculations and Generating Atomic Geometries *also called Tensor Field Networks and 3D Steerable CNNs Thumbnail

Euclidean Neural Networks* for Emulating Ab Initio Calculations and Generating Atomic Geometries *also called Tensor Field Networks and 3D Steerable CNNs

Presenter
  • Tess Smidt
September 27, 2019
IPAM
Understanding Neural Nets in Function Space Thumbnail

Understanding Neural Nets in Function Space

Presenter
  • Ankit Patel
September 26, 2019
IPAM
Deep Neural Networks Motivated By Differential Equations (Part 2/2) Thumbnail

Deep Neural Networks Motivated By Differential Equations (Part 2/2)

Presenter
  • Lars Ruthotto
September 10, 2019
IPAM
Deep Neural Networks Motivated By Differential Equations (Part 1/2) Thumbnail

Deep Neural Networks Motivated By Differential Equations (Part 1/2)

Presenter
  • Lars Ruthotto
September 9, 2019
IPAM
Covariant neural networks for learning physical systems Thumbnail

Covariant neural networks for learning physical systems

Presenter
  • Imre Risi Kondor
May 1, 2019
IPAM