Videos

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Feature purification: How adversarial training can perform robust deep learning Thumbnail

Feature purification: How adversarial training can perform robust deep learning

Presenter
  • Yuanzhi Li
March 16, 2020
IAS
Shift invariance for the six-vertex model and directed polymers Thumbnail

Shift invariance for the six-vertex model and directed polymers

Presenter
  • Vadim Gorin
February 3, 2020
IPAM
Integrating de novo protein biochemistry and metagenomics to tease apart evolutionary processes acting on environmental microbial populations Thumbnail

Integrating de novo protein biochemistry and metagenomics to tease apart evolutionary processes acting on environmental microbial populations

Presenter
  • A. Murat Eren
January 23, 2020
IPAM
Bayesian Experimental Design in the Physical Sciences Thumbnail

Bayesian Experimental Design in the Physical Sciences

Presenter
  • Yuxin Chen
November 22, 2019
IPAM
Understanding machine learning via exactly solvable statistical physics models Thumbnail

Understanding machine learning via exactly solvable statistical physics models

Presenter
  • Lenka Zdeborova
November 18, 2019
IPAM
Hidden Physics Models: Machine Learning of Non-Linear Partial Differential Equations Thumbnail

Hidden Physics Models: Machine Learning of Non-Linear Partial Differential Equations

Presenter
  • Maziar Raissi
October 29, 2019
IPAM
Molecular design blueprints: materials and catalysts from new simulation and machine learning tools Thumbnail

Molecular design blueprints: materials and catalysts from new simulation and machine learning tools

Presenter
  • Heather Kulik
October 15, 2019
IPAM
Deep Neural Networks Motivated By Differential Equations (Part 2/2) Thumbnail

Deep Neural Networks Motivated By Differential Equations (Part 2/2)

Presenter
  • Lars Ruthotto
September 10, 2019
IPAM
Deep Neural Networks Motivated By Differential Equations (Part 1/2) Thumbnail

Deep Neural Networks Motivated By Differential Equations (Part 1/2)

Presenter
  • Lars Ruthotto
September 9, 2019
IPAM
Non-local macroscopic models accounting for the presence of autonomous vehicles Thumbnail

Non-local macroscopic models accounting for the presence of autonomous vehicles

Presenter
  • Paola Goatin
February 27, 2019
IPAM
A matrix expander Chernoff bound Thumbnail

A matrix expander Chernoff bound

Presenter
  • Ankit Garg
December 10, 2018
IAS
System software and architecture assist for application-directed data views Thumbnail

System software and architecture assist for application-directed data views

Presenter
  • Maya Gokhale
November 26, 2018
IPAM