Videos

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Margins, perceptrons, and deep networks Thumbnail

Margins, perceptrons, and deep networks

Presenter
  • Matus Telgarsky
March 26, 2020
IAS
Integrating optimization, constraints, and control within deep learning models Thumbnail

Integrating optimization, constraints, and control within deep learning models

Presenter
  • Zico Kolter
February 26, 2020
IPAM
Current distribution for a two-species particle model from first principles Thumbnail

Current distribution for a two-species particle model from first principles

Presenter
  • Jan de Gier
February 6, 2020
IPAM
The Surface Quasigeostrophic equation on the sphere Thumbnail

The Surface Quasigeostrophic equation on the sphere

Presenter
  • Angel Martinez Martinez
October 28, 2019
IAS
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
Machine learning-enabled enhanced sampling in biomolecular simulation and data-driven design of self-assembling photonic crystals and optoelectonic π-conjugated oligopeptides Thumbnail

Machine learning-enabled enhanced sampling in biomolecular simulation and data-driven design of self-assembling photonic crystals and optoelectonic π-conjugated oligopeptides

Presenter
  • Andrew Ferguson
September 9, 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
Deep Learning Opening Workshop: Horseshoe Regularization for Machine Learning in Complex and Deep Models, Anindya Bhadra Thumbnail

Deep Learning Opening Workshop: Horseshoe Regularization for Machine Learning in Complex and Deep Models, Anindya Bhadra

August 12, 2019
SAMSI
Learning to Solve Inverse Problems in Imaging Thumbnail

Learning to Solve Inverse Problems in Imaging

Presenter
  • Rebecca Willett
April 30, 2019
IPAM
From vision models to cinema applications, and back Thumbnail

From vision models to cinema applications, and back

Presenter
  • Marcelo Bertalmio
April 5, 2019
IPAM
Data-Driven Discovery with Deep Koopman Operators: Novel Basis Functions with Approximate Closure and Operational Envelopes in Biological Systems Thumbnail

Data-Driven Discovery with Deep Koopman Operators: Novel Basis Functions with Approximate Closure and Operational Envelopes in Biological Systems

Presenter
  • Enoch Yeung
February 14, 2019
IPAM
Koopman eigenfunctionals and reduced description of partial differential equations Thumbnail

Koopman eigenfunctionals and reduced description of partial differential equations

Presenter
  • Hiroya Nakao
February 14, 2019
IPAM