Videos

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An empirical look at generalization in neural nets Thumbnail

An empirical look at generalization in neural nets

Presenter
  • Tom Goldstein
April 22, 2020
IPAM
Learning from Censored and Dependent Data Thumbnail

Learning from Censored and Dependent Data

Presenter
  • Constantinos Daskalakis
March 9, 2020
IAS
Deep Learning of dynamical systems for mechanistic insight and prediction in psychiatry Thumbnail

Deep Learning of dynamical systems for mechanistic insight and prediction in psychiatry

Presenter
  • Daniel Durstewitz
February 18, 2020
IPAM
Symplectic embeddings, integrable systems and billiards Thumbnail

Symplectic embeddings, integrable systems and billiards

Presenter
  • Vinicius Ramos
January 27, 2020
IAS
Validation and Reproducibility by Geometry, for Unsupervised Learning Thumbnail

Validation and Reproducibility by Geometry, for Unsupervised Learning

Presenter
  • Marina Meila
October 31, 2019
IPAM
Machine learning for molecular simulations: priors and predictive constraints Thumbnail

Machine learning for molecular simulations: priors and predictive constraints

Presenter
  • Tristan Bereau
October 18, 2019
IPAM
The Asymptotic Geometry of the Hitchin Moduli Space Thumbnail

The Asymptotic Geometry of the Hitchin Moduli Space

Presenter
  • Laura Fredrickson
August 22, 2019
SLMath
Deep Approximation via Deep Learning Thumbnail

Deep Approximation via Deep Learning

Presenter
  • Zuowei Shen
May 2, 2019
IPAM
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
Loops in hydrodynamic turbulence Thumbnail

Loops in hydrodynamic turbulence

Presenter
  • Katepalli Sreenivasan
April 17, 2019
IAS
Towards analysis and prediction of rare events in turbulent flows Thumbnail

Towards analysis and prediction of rare events in turbulent flows

Presenter
  • Peter Schmid
February 15, 2019
IPAM
Science Activation: How Do We Get Our Science Used by Those in Power? Thumbnail

Science Activation: How Do We Get Our Science Used by Those in Power?

Presenter
  • Lucy Jones
January 23, 2019
IPAM