Videos

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Nonconvex Minimax Optimization Thumbnail

Nonconvex Minimax Optimization

Presenter
  • Chi Jin
November 20, 2019
IAS
High Dimensional Expansion and Error Correcting Codes Thumbnail

High Dimensional Expansion and Error Correcting Codes

Presenter
  • Irit Dinur
November 19, 2019
IAS
Trainability and accuracy of artificial neural networks Thumbnail

Trainability and accuracy of artificial neural networks

Presenter
  • Eric Vanden-Eijnden
November 18, 2019
IPAM
Privacy via ill-posedness Thumbnail

Privacy via ill-posedness

Presenter
  • Anna Gilbert
November 4, 2019
IAS
Data-driven transfer operator approximation, model reduction, and system identification Thumbnail

Data-driven transfer operator approximation, model reduction, and system identification

Presenter
  • Stefan Klus
November 1, 2019
IPAM
Overcoming gradient pathologies in constrained neural networks Thumbnail

Overcoming gradient pathologies in constrained neural networks

Presenter
  • Paris Perdikaris
October 29, 2019
IPAM
Furstenberg sets in finite fields Thumbnail

Furstenberg sets in finite fields

Presenter
  • Zeev Dvir
October 28, 2019
IAS
Viscosity Limits for 0th order operators Thumbnail

Viscosity Limits for 0th order operators

Presenter
  • Maciej Zworski
October 15, 2019
SLMath
Why Deep Learning Works: Heavy-Tailed Random Matrix Theory as an Example of Physics Informed Machine Learning Thumbnail

Why Deep Learning Works: Heavy-Tailed Random Matrix Theory as an Example of Physics Informed Machine Learning

Presenter
  • Michael Mahoney
October 14, 2019
IPAM
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
Deep Generative Models for Molecular Graphs Thumbnail

Deep Generative Models for Molecular Graphs

Presenter
  • Nicola De Cao
September 24, 2019
IPAM
Magical Nilpotents and Higher Teichmuller Spaces Thumbnail

Magical Nilpotents and Higher Teichmuller Spaces

Presenter
  • Brian Collier
August 23, 2019
SLMath