Videos

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On Sparse Linear Programming and (simple) neural networks Thumbnail

On Sparse Linear Programming and (simple) neural networks

Presenter
  • Joan Bruna
February 24, 2021
IPAM
Solving Mixed Integer Programs Using Neural Networks Thumbnail

Solving Mixed Integer Programs Using Neural Networks

Presenter
  • Vinod Nair
February 24, 2021
IPAM
Event Sequence Modeling with the Neural Hawkes Process Thumbnail

Event Sequence Modeling with the Neural Hawkes Process

Presenter
  • Jason Eisner
August 20, 2020
IAS
An empirical look at generalization in neural nets Thumbnail

An empirical look at generalization in neural nets

Presenter
  • Tom Goldstein
April 22, 2020
IPAM
Momentum in Stochastic Gradient Descent and Deep Neural Nets Thumbnail

Momentum in Stochastic Gradient Descent and Deep Neural Nets

Presenter
  • Bao Wang
January 29, 2020
IPAM
Scaling the Hierarchical Topic Modeling Mountain: Neural NMF and Iterative Projection Methods Thumbnail

Scaling the Hierarchical Topic Modeling Mountain: Neural NMF and Iterative Projection Methods

Presenter
  • Jamie Haddock
January 29, 2020
IPAM
Trainability and accuracy of artificial neural networks Thumbnail

Trainability and accuracy of artificial neural networks

Presenter
  • Eric Vanden-Eijnden
November 18, 2019
IPAM
Overcoming gradient pathologies in constrained neural networks Thumbnail

Overcoming gradient pathologies in constrained neural networks

Presenter
  • Paris Perdikaris
October 29, 2019
IPAM
Optimization Landscape and Two-Layer Neural Networks Thumbnail

Optimization Landscape and Two-Layer Neural Networks

Presenter
  • Rong Ge
October 23, 2019
IAS
On Large Deviation Principles for Large Neural Networks Thumbnail

On Large Deviation Principles for Large Neural Networks

Presenter
  • Joan Bruna
October 16, 2019
IAS
Towards a theoretical foundation of neural networks Thumbnail

Towards a theoretical foundation of neural networks

Presenter
  • Jason Lee
October 16, 2019
IAS
Emergent linguistic structure in deep contextual neural word representations Thumbnail

Emergent linguistic structure in deep contextual neural word representations

Presenter
  • Chris Manning
October 15, 2019
IAS