Videos

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SketchySVD Thumbnail

SketchySVD

Presenter
  • Joel Tropp
May 2, 2019
IPAM
Deep Approximation via Deep Learning Thumbnail

Deep Approximation via Deep Learning

Presenter
  • Zuowei Shen
May 2, 2019
IPAM
Intrinsic complexity: from approximation of random vectors and random fields to solutions of PDEs Thumbnail

Intrinsic complexity: from approximation of random vectors and random fields to solutions of PDEs

Presenter
  • Hongkai Zhao
May 2, 2019
IPAM
PCS workflow, interpretable machine learning, and DeepTune Thumbnail

PCS workflow, interpretable machine learning, and DeepTune

Presenter
  • Bin Yu
May 2, 2019
IPAM
Machine learning approaches for a few optimization problems involving lines-of-sight Thumbnail

Machine learning approaches for a few optimization problems involving lines-of-sight

Presenter
  • Richard Tsai
May 2, 2019
IPAM
Topological transitions (and symmetries) of input representations in Deep Learning Thumbnail

Topological transitions (and symmetries) of input representations in Deep Learning

Presenter
  • Naftali Tishby
May 1, 2019
IPAM
Covariant neural networks for learning physical systems Thumbnail

Covariant neural networks for learning physical systems

Presenter
  • Imre Risi Kondor
May 1, 2019
IPAM
PDE Approaches for Deep Learning Thumbnail

PDE Approaches for Deep Learning

Presenter
  • Stanley Osher
May 1, 2019
IPAM
Towards demystifying over-parameterization and early stopping in deep learning Thumbnail

Towards demystifying over-parameterization and early stopping in deep learning

Presenter
  • Mahdi Soltanolkotabi
May 1, 2019
IPAM
Manifold Learning for the Sciences Thumbnail

Manifold Learning for the Sciences

Presenter
  • Marina Meila
May 1, 2019
IPAM
Bridging Deep Neural Networks and Differential Equations for Image Analysis and Beyond Thumbnail

Bridging Deep Neural Networks and Differential Equations for Image Analysis and Beyond

Presenter
  • Bin Dong
May 1, 2019
IPAM
Learning to Solve Inverse Problems in Imaging Thumbnail

Learning to Solve Inverse Problems in Imaging

Presenter
  • Rebecca Willett
April 30, 2019
IPAM