Videos

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Towards a theoretical foundation of neural networks Thumbnail

Towards a theoretical foundation of neural networks

Presenter
  • Jason Lee
October 16, 2019
IAS
Solving Quantum Many-Body Problems with Deep Neural Networks Thumbnail

Solving Quantum Many-Body Problems with Deep Neural Networks

Presenter
  • Han Pu
September 27, 2019
IPAM
Generalizing Hamiltonian Monte Carlo with Neural Networks Thumbnail

Generalizing Hamiltonian Monte Carlo with Neural Networks

Presenter
  • Jascha Sohl-Dickstein
September 26, 2019
IPAM
A Numerical Analysis Perspective on Deep Neural Networks Thumbnail

A Numerical Analysis Perspective on Deep Neural Networks

Presenter
  • Lars Ruthotto
September 25, 2019
IPAM
Bounding and Counting Linear Regions of Deep Neural Networks Thumbnail

Bounding and Counting Linear Regions of Deep Neural Networks

Presenter
  • Thiago Serra
May 23, 2019
IPAM
Statistical Relational Learning with Graph Neural Networks Thumbnail

Statistical Relational Learning with Graph Neural Networks

Presenter
  • Mathias Niepert
May 22, 2019
IPAM
LDMnet: low dimensional manifold regularized neural networks Thumbnail

LDMnet: low dimensional manifold regularized neural networks

Presenter
  • Wei Zhu
February 9, 2018
IPAM
On Computational Hardness with Graph Neural Networks Thumbnail

On Computational Hardness with Graph Neural Networks

Presenter
  • Joan Bruna
February 7, 2018
IPAM
The mystery of over-parametrization in neural networks Thumbnail

The mystery of over-parametrization in neural networks

Presenter
  • Behnam Neyshabur
October 4, 2017
IAS