Videos

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New deep neural networks solving non-linear inverse problems Thumbnail

New deep neural networks solving non-linear inverse problems

Presenter
  • Matti Lassas
April 20, 2020
IPAM

Tutorial - Introductory Talk - Data-Driven Reduced Order Models As Deep Prior Neural Networks In Inverse Scattering

Presenter
  • Mikhail Zaslavsky
February 7, 2020
ICERM
On Bayesian models with networks for reconstruction and detection Thumbnail

On Bayesian models with networks for reconstruction and detection

Presenter
  • Ender Konukoglu
January 30, 2020
IPAM
Machine learning with neural networks: the importance of data structure Thumbnail

Machine learning with neural networks: the importance of data structure

Presenter
  • Marc Mezard
November 21, 2019
IPAM
Fields and flows in neural dynamics Thumbnail

Fields and flows in neural dynamics

Presenter
  • Bing Brunton
November 1, 2019
IPAM
Representational Power of Graph Neural Networks Thumbnail

Representational Power of Graph Neural Networks

Presenter
  • Stefanie Jegelka
October 18, 2019
IAS
Interpreting Deep Neural Networks Thumbnail

Interpreting Deep Neural Networks

Presenter
  • Bin Yu
October 17, 2019
IAS
On the Connection between Neural Networks and Kernels: a Modern Perspective Thumbnail

On the Connection between Neural Networks and Kernels: a Modern Perspective

Presenter
  • Simon Du
October 16, 2019
IAS
What 2-layer neural nets can we optimize? Thumbnail

What 2-layer neural nets can we optimize?

Presenter
  • Rong Ge
October 15, 2019
IAS
Dynamics of Deep Neural Networks--A Fourier Analysis Perspective Thumbnail

Dynamics of Deep Neural Networks--A Fourier Analysis Perspective

Presenter
  • Yaoyu Zhang
October 4, 2019
IAS
On the Connection between Neural Networks and Kernels: a Modern Perspective Thumbnail

On the Connection between Neural Networks and Kernels: a Modern Perspective

Presenter
  • Simon Du
October 1, 2019
IAS
Simulating quantum dynamics with neural machine translation Thumbnail

Simulating quantum dynamics with neural machine translation

Presenter
  • Juan Carrasquilla
September 27, 2019
IPAM