Videos

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Understanding, Interpreting and Design Neural Network Models Through Tensor Representations Thumbnail

Understanding, Interpreting and Design Neural Network Models Through Tensor Representations

Presenter
  • Furong Huang
May 18, 2021
IPAM

Reliability, Robustness and Minipatch Learning

Presenter
  • Genevera Allen
April 11, 2021
ICERM
Spline-based separable expansions for approximation, regression and classification Thumbnail

Spline-based separable expansions for approximation, regression and classification

Presenter
  • Nithin Govindarajan
April 1, 2021
IPAM
Exact Combinatorial Optimization with Graph Convolutional Neural Networks Thumbnail

Exact Combinatorial Optimization with Graph Convolutional Neural Networks

Presenter
  • Laurent Charlin
February 24, 2021
IPAM
Role of Interaction in Competitive Optimization Thumbnail

Role of Interaction in Competitive Optimization

Presenter
  • Anima Anandkumar
July 9, 2020
IAS
Solving Quantum Many-Body Problems with Deep Neural Networks Thumbnail

Solving Quantum Many-Body Problems with Deep Neural Networks

Presenter
  • Han Pu
September 27, 2019
IPAM
Machine-learning for materials and physics discovery through symbolic regression and kernel methods Thumbnail

Machine-learning for materials and physics discovery through symbolic regression and kernel methods

Presenter
  • Richard Hennig
September 26, 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
A theoretical look at adversarial examples: a perspective from high-dimensional geometry Thumbnail

A theoretical look at adversarial examples: a perspective from high-dimensional geometry

Presenter
  • Tom Goldstein
May 21, 2019
IPAM
The Maslov index and the spectrum of differential operators Thumbnail

The Maslov index and the spectrum of differential operators

Presenter
  • Yuri Latushkin
February 13, 2019
IPAM
Massively Parallel Hyperparameter Optimization Thumbnail

Massively Parallel Hyperparameter Optimization

Presenter
  • Ameet Talwalkar
November 27, 2018
IPAM