Videos

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New Techniques in Optimization and Their Applications to Deep Learning and Related Inverse Problems Thumbnail

New Techniques in Optimization and Their Applications to Deep Learning and Related Inverse Problems

Presenter
  • Stanley Osher
February 8, 2018
IPAM
What do neural loss surfaces look like? Thumbnail

What do neural loss surfaces look like?

Presenter
  • Tom Goldstein
February 8, 2018
IPAM
Invariance and disentanglement in deep representations Thumbnail

Invariance and disentanglement in deep representations

Presenter
  • Stefano Soatto
February 8, 2018
IPAM
Unraveling the mysteries of stochastic gradient descent on deep neural networks Thumbnail

Unraveling the mysteries of stochastic gradient descent on deep neural networks

Presenter
  • Pratik Chaudhari
February 8, 2018
IPAM
A Few (More) Approaches to Unsupervised Learning Thumbnail

A Few (More) Approaches to Unsupervised Learning

Presenter
  • Yann LeCun
February 7, 2018
IPAM
Composable planning with attributes Thumbnail

Composable planning with attributes

Presenter
  • Arthur Szlam
February 7, 2018
IPAM
Large-scale Graph Representation Learning Thumbnail

Large-scale Graph Representation Learning

Presenter
  • Jure Leskovec
February 7, 2018
IPAM
On Computational Hardness with Graph Neural Networks Thumbnail

On Computational Hardness with Graph Neural Networks

Presenter
  • Joan Bruna
February 7, 2018
IPAM
Deep Geometric Matrix Completion: a Geometric Deep Learning approach to Recommender Systems Thumbnail

Deep Geometric Matrix Completion: a Geometric Deep Learning approach to Recommender Systems

Presenter
  • Federico Monti
February 7, 2018
IPAM
Convolutional Neural Networks on Graphs Thumbnail

Convolutional Neural Networks on Graphs

Presenter
  • Xavier Bresson
February 7, 2018
IPAM
Public Lecture: AI Breakthroughs & Obstacles to Progress, Mathematical and Otherwise Thumbnail

Public Lecture: AI Breakthroughs & Obstacles to Progress, Mathematical and Otherwise

Presenter
  • Yann LeCun
February 6, 2018
IPAM
Sparse Modeling in Image Processing and Deep Learning Thumbnail

Sparse Modeling in Image Processing and Deep Learning

Presenter
  • Michael Elad
February 6, 2018
IPAM