Videos

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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

Testing and correcting distributions over big domains

Presenter
  • Ronitt Rubinfeld
April 30, 2019
ICERM
Learning to Solve Inverse Problems in Imaging Thumbnail

Learning to Solve Inverse Problems in Imaging

Presenter
  • Rebecca Willett
April 30, 2019
IPAM

Valued Constraint Satisfaction Problems

Presenter
  • Vladimir Kolmogorov
April 30, 2019
ICERM
Geometric surprises in modern machine learning Thumbnail

Geometric surprises in modern machine learning

Presenter
  • Andrea Montanari
April 30, 2019
IPAM