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
Block theory of finite group algebras Thumbnail

Block theory of finite group algebras

Presenter
  • Radha Kessar
February 8, 2018
SLMath
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
Monoidal categories and categorification Thumbnail

Monoidal categories and categorification

Presenter
  • Jonathan Brundan
February 8, 2018
SLMath
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
Representations of finite reductive groups: from characteristic zero to transverse characteristic Thumbnail

Representations of finite reductive groups: from characteristic zero to transverse characteristic

Presenter
  • Olivier Dudas
February 8, 2018
SLMath
Representation theory of reductive algebraic groups: techniques and applications Thumbnail

Representation theory of reductive algebraic groups: techniques and applications

Presenter
  • Donna Testerman
February 8, 2018
SLMath
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