Videos

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On Expressiveness and Optimization in Deep Learning Thumbnail

On Expressiveness and Optimization in Deep Learning

Presenter
  • Nadav Cohen
April 2, 2018
IAS
Learning models: connections between boosting, hard-core distributions, dense models, GAN, and regularity II Thumbnail

Learning models: connections between boosting, hard-core distributions, dense models, GAN, and regularity II

Presenter
  • Russell Impagliazzo
November 14, 2017
IAS
Learning models: connections between boosting, hard-core distributions, dense models, GAN, and regularity I Thumbnail

Learning models: connections between boosting, hard-core distributions, dense models, GAN, and regularity I

Presenter
  • Russell Impagliazzo
November 13, 2017
IAS
Learning dynamics with dynamical distances: From diffusion maps to commute maps and coherence Thumbnail

Learning dynamics with dynamical distances: From diffusion maps to commute maps and coherence

Presenter
  • Ralf Banisch
December 5, 2016
IPAM
Explaining and Understanding Non-linear Classifier Decisions with Application to Deep Learning Thumbnail

Explaining and Understanding Non-linear Classifier Decisions with Application to Deep Learning

Presenter
  • Klaus-Robert Müller
November 18, 2016
IPAM
Machine Learning in Materials Science: Recent Progress and Critical Next Steps Thumbnail

Machine Learning in Materials Science: Recent Progress and Critical Next Steps

Presenter
  • Rampi Ramprasad
September 26, 2016
IPAM
Learning, Mining and Networks Thumbnail

Learning, Mining and Networks

Presenter
  • Tina Eliassi-Rad
March 9, 2016
IPAM
Learning, Predictability and Stability in Big Games (Part 3) Thumbnail

Learning, Predictability and Stability in Big Games (Part 3)

Presenter
  • Eran Shmaya
July 14, 2015
IPAM
Learning, Predictability and Stability in Big Games (Part 2) Thumbnail

Learning, Predictability and Stability in Big Games (Part 2)

Presenter
  • Ehud Kalai
July 13, 2015
IPAM
Learning, Predictability and Stability in Big Games (Part 1) Thumbnail

Learning, Predictability and Stability in Big Games (Part 1)

Presenter
  • Ehud Kalai
July 13, 2015
IPAM
Optimal Execution and Sochastic Approximation : Learning by Trading Thumbnail

Optimal Execution and Sochastic Approximation : Learning by Trading

Presenter
  • Sophie Laruelle
April 14, 2015
IPAM
Geometric methods for the learning fast simulators of high-dimensional dynamical systems, and global reaction coordinates Thumbnail

Geometric methods for the learning fast simulators of high-dimensional dynamical systems, and global reaction coordinates

Presenter
  • Mauro Maggioni
July 25, 2014
IPAM