Videos

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Deep Learning: Approximation of functions by composition Thumbnail

Deep Learning: Approximation of functions by composition

Presenter
  • Zuowei Shen
February 9, 2018
IPAM
Deep Architecture for Sets and Its Application to Multi-agent Communication Thumbnail

Deep Architecture for Sets and Its Application to Multi-agent Communication

Presenter
  • Sainbayar Sukhbaatar
February 9, 2018
IPAM
Deep functional maps: intrinsic structured prediction for dense shape correspondence Thumbnail

Deep functional maps: intrinsic structured prediction for dense shape correspondence

Presenter
  • Michael Bronstein
February 9, 2018
IPAM
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