Videos

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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

Adversarial Training and Robust Optimization

Presenter
  • Yair Weiss
May 2, 2019
ICERM
Singularities in reductions of Shimura varieties Thumbnail

Singularities in reductions of Shimura varieties

Presenter
  • Thomas Haines
May 2, 2019
IAS
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

Non-Convex Relaxations for Rank Regularization

Presenter
  • Carl Olsson
May 1, 2019
ICERM
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

Image segmentation methods and the use of pairwise similarities in data mining and pattern recognition

Presenter
  • Dorit Hochbaum
May 1, 2019
ICERM
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

Optimization for Robust Deep Learning

Presenter
  • M. Pawan Kumar
May 1, 2019
ICERM