Videos

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Tightening information-theoretic generalization bounds with data-dependent estimates with an application to SGLD Thumbnail

Tightening information-theoretic generalization bounds with data-dependent estimates with an application to SGLD

Presenter
  • Daniel Roy
October 15, 2019
IAS
Spotlight Talks Thumbnail

Spotlight Talks

Presenter
  • Various Various
October 15, 2019
IAS
Is optimization the right language to understand deep learning? Thumbnail

Is optimization the right language to understand deep learning?

Presenter
  • Sanjeev Arora
October 15, 2019
IAS
Spotlight Talks Thumbnail

Spotlight Talks

Presenter
  • Various Various
October 15, 2019
IAS
PAC-Bayesian approaches to understanding generalization in deep learning Thumbnail

PAC-Bayesian approaches to understanding generalization in deep learning

Presenter
  • Karolina Dziugaite Roy
October 15, 2019
IAS
Overcoming the Curse of Dimensionality and Mode Collapse Thumbnail

Overcoming the Curse of Dimensionality and Mode Collapse

Presenter
  • Ke Li
October 15, 2019
IAS
Are All Features Created Equal? Thumbnail

Are All Features Created Equal?

Presenter
  • Aleksander Madry
October 15, 2019
IAS
Reflections on Fractional Laplacians Thumbnail

Reflections on Fractional Laplacians

Presenter
  • Rafe Mazzeo
October 14, 2019
SLMath
Simulating the Universe with Deep Learning Thumbnail

Simulating the Universe with Deep Learning

Presenter
  • Shirley Ho
October 14, 2019
IPAM
Analysis on Singular Spaces Thumbnail

Analysis on Singular Spaces

Presenter
  • Jesse Gell-Redman
October 14, 2019
SLMath
Model Interpretability for Building Confidence and Sparking Insight in Scientific Applications Thumbnail

Model Interpretability for Building Confidence and Sparking Insight in Scientific Applications

Presenter
  • Julia Ling
October 14, 2019
IPAM
Deformation of Spherical Conical Metrics Thumbnail

Deformation of Spherical Conical Metrics

Presenter
  • Xuwen Zhu
October 14, 2019
SLMath