Videos

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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
A theoretical look at adversarial examples: a perspective from high-dimensional geometry Thumbnail

A theoretical look at adversarial examples: a perspective from high-dimensional geometry

Presenter
  • Tom Goldstein
May 21, 2019
IPAM

On the use of artificial neural networks in discontinuous Galerkin methods

Presenter
  • Jan Hesthaven
August 24, 2018
ICERM
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
End-to-End Memory Networks Thumbnail

End-to-End Memory Networks

Presenter
  • Rob Fergus
October 6, 2015
SLMath

Modeling CPGs in Knee Injury Patients

Presenter
  • Evan North
August 14, 2015
MBI

Firing Neurons for a Finite Neural Network

Presenter
  • Stephanie Willoughby
August 16, 2013
MBI

Detecting the many roles of inhibition in shaping sensory processing

Presenter
  • Daniel Butts
October 3, 2012
MBI