Videos

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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

Inference of constitutive relations from data through integration of PDE with neural networks

Presenter
  • Georg Stadler
April 17, 2026
ICERM

Towards multilevel training algorithms: Applying scientific computing perspectives to neural networks

Presenter
  • Eric Cyr
April 16, 2026
ICERM
Deep Kernel Aalen-Johansen Estimator: An Interpretable and Flexible Neural Net Framework for Competing Risks Thumbnail

Deep Kernel Aalen-Johansen Estimator: An Interpretable and Flexible Neural Net Framework for Competing Risks

Presenter
  • George Chen
February 2, 2026
IMSI
Towards a Geometric Theory of Deep Learning Thumbnail

Towards a Geometric Theory of Deep Learning

Presenter
  • Govind Menon
October 7, 2025
IAS
Wenjing Liao - Exploiting Low-Dimensional Data Structures and Understanding Neural Scaling Laws of Transformers Thumbnail

Wenjing Liao - Exploiting Low-Dimensional Data Structures and Understanding Neural Scaling Laws of Transformers

Presenter
  • Wenjing Liao
July 14, 2025
IPAM
On Over-Parametrized Models and Sobolev Training Thumbnail

On Over-Parametrized Models and Sobolev Training

Presenter
  • Matthew Li
June 12, 2025
IMSI