Videos

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Improving PDE solvers and PDE-constrained optimization with deep learning and differentiable programming Thumbnail

Improving PDE solvers and PDE-constrained optimization with deep learning and differentiable programming

Presenter
  • Stephan Hoyer
October 18, 2019
IPAM
Simulation-based inference, interpretability, and experimental design Thumbnail

Simulation-based inference, interpretability, and experimental design

Presenter
  • Kyle Cranmer
October 17, 2019
IPAM
Deep Learning: Triangle Machine Learning Day - Machine Learning from De-IdentifiedCoded Electronic Health Records (EHRs), David Page Thumbnail

Deep Learning: Triangle Machine Learning Day - Machine Learning from De-IdentifiedCoded Electronic Health Records (EHRs), David Page

September 20, 2019
SAMSI
Special Guest Lecture: Attacking the Curse of Dimensionality, Martin Mohlenkamp Thumbnail

Special Guest Lecture: Attacking the Curse of Dimensionality, Martin Mohlenkamp

September 11, 2019
SAMSI
Special Guest Lecture: Interpretable Machine Learning, Cynthia Rudin Thumbnail

Special Guest Lecture: Interpretable Machine Learning, Cynthia Rudin

August 28, 2019
SAMSI
Deep Learning Opening Workshop: A Survey of Statistical Research in Neural Networks and Deep Learning, Xiaoming Huo Thumbnail

Deep Learning Opening Workshop: A Survey of Statistical Research in Neural Networks and Deep Learning, Xiaoming Huo

August 12, 2019
SAMSI
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
Deep Geometric Prior for Surface Reconstruction Thumbnail

Deep Geometric Prior for Surface Reconstruction

Presenter
  • Joan Bruna
April 4, 2019
IPAM
The realizability problem for point processes: explicit constructions on the lattice Thumbnail

The realizability problem for point processes: explicit constructions on the lattice

Presenter
  • Maria Infusino
February 14, 2019
IPAM
The Christoffel function to recover solutions of ODEs and PDEs from their semidefinite relaxations Thumbnail

The Christoffel function to recover solutions of ODEs and PDEs from their semidefinite relaxations

Presenter
  • Jean Lasserre
February 13, 2019
IPAM
Background reduction in searches for gravitational-wave signals from supernovae: A machine learning approach Thumbnail

Background reduction in searches for gravitational-wave signals from supernovae: A machine learning approach

Presenter
  • Marco Cavaglia
February 1, 2019
IPAM
Symplectic methods for sharp systolic inequalities Thumbnail

Symplectic methods for sharp systolic inequalities

Presenter
  • Umberto Hryniewicz
January 22, 2019
IAS