Videos

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Neural network verification as piecewise linear optimization Thumbnail

Neural network verification as piecewise linear optimization

Presenter
  • Joseph Huchette
February 23, 2021
IPAM
Convex Set Disjointness, Distributed Learning of Halfspaces, and Linear Programming Thumbnail

Convex Set Disjointness, Distributed Learning of Halfspaces, and Linear Programming

Presenter
  • Shay Moran
May 12, 2020
IAS
Your Brain on Energy-Based Models: Applying and Scaling EBMs to Problems of Interest to the Machine Learning Community Today Thumbnail

Your Brain on Energy-Based Models: Applying and Scaling EBMs to Problems of Interest to the Machine Learning Community Today

Presenter
  • Will Grathwohl
March 10, 2020
IAS
Gradient descent, Stochastic gradient descent, and acceleration Thumbnail

Gradient descent, Stochastic gradient descent, and acceleration

Presenter
  • Adam Oberman
March 10, 2020
IPAM
Trying to Make Sense of Control from Pixels Thumbnail

Trying to Make Sense of Control from Pixels

Presenter
  • Benjamin Recht
February 25, 2020
IPAM
Some New Insights On Transfer Learning Thumbnail

Some New Insights On Transfer Learning

Presenter
  • Samory Kpotufe
October 30, 2019
IPAM
Coordinates, governing equations and limits of model discovery Thumbnail

Coordinates, governing equations and limits of model discovery

Presenter
  • J. Nathan Kutz
October 16, 2019
IPAM
Deep Generative Models for Molecular Graphs Thumbnail

Deep Generative Models for Molecular Graphs

Presenter
  • Nicola De Cao
September 24, 2019
IPAM
Physics-Informed (and -informative) Generative Modelling in Astronomy Thumbnail

Physics-Informed (and -informative) Generative Modelling in Astronomy

Presenter
  • Joshua Bloom
September 23, 2019
IPAM
On the Implicit Bias of Dropout Thumbnail

On the Implicit Bias of Dropout

Presenter
  • Rene Vidal
May 23, 2019
IPAM
Bridging Deep Neural Networks and Differential Equations for Image Analysis and Beyond Thumbnail

Bridging Deep Neural Networks and Differential Equations for Image Analysis and Beyond

Presenter
  • Bin Dong
May 1, 2019
IPAM
Keynote: Recent advances in outcome weighted learning for precision medicine Thumbnail

Keynote: Recent advances in outcome weighted learning for precision medicine

Presenter
  • Michael Kosorok
September 15, 2017
IMA