Videos

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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
Why Deep Learning Works: Heavy-Tailed Random Matrix Theory as an Example of Physics Informed Machine Learning Thumbnail

Why Deep Learning Works: Heavy-Tailed Random Matrix Theory as an Example of Physics Informed Machine Learning

Presenter
  • Michael Mahoney
October 14, 2019
IPAM
Learning molecular model from simulation and experimental data Thumbnail

Learning molecular model from simulation and experimental data

Presenter
  • Cecilia Clementi
October 14, 2019
IPAM
Loops, Toeplitz Operators and Representations Thumbnail

Loops, Toeplitz Operators and Representations

Presenter
  • Richard Melrose
October 14, 2019
SLMath
Choiceless Polynomial Time Thumbnail

Choiceless Polynomial Time

Presenter
  • Ben Rossman
October 14, 2019
IAS