Videos

Start date cannot be after end date.
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
Overcoming gradient pathologies in constrained neural networks Thumbnail

Overcoming gradient pathologies in constrained neural networks

Presenter
  • Paris Perdikaris
October 29, 2019
IPAM
Learning to learn, learning to forget Thumbnail

Learning to learn, learning to forget

Presenter
  • Pratyush Tiwary
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
Automatic Feature Extraction from Hyperspectral Imagery using Deep Recurrent Neural Networks Thumbnail

Automatic Feature Extraction from Hyperspectral Imagery using Deep Recurrent Neural Networks

Presenter
  • Joshua Agar
September 25, 2019
IPAM
Deep Learning: Triangle Machine Learning Day - Machine Learning for 3D Imaging, Sayan Mukherjee Thumbnail

Deep Learning: Triangle Machine Learning Day - Machine Learning for 3D Imaging, Sayan Mukherjee

September 20, 2019
SAMSI
Geometric correspondances between singular fibres of the Hitchin fibration Thumbnail

Geometric correspondances between singular fibres of the Hitchin fibration

Presenter
  • Laura Schaposnik
August 16, 2019
SLMath
Exploiting the 3D Geometry and the Structure of the World in Deep Learning Thumbnail

Exploiting the 3D Geometry and the Structure of the World in Deep Learning

Presenter
  • Ersin Yumer
May 24, 2019
IPAM
Bounding and Counting Linear Regions of Deep Neural Networks Thumbnail

Bounding and Counting Linear Regions of Deep Neural Networks

Presenter
  • Thiago Serra
May 23, 2019
IPAM
Machine learning approaches for a few optimization problems involving lines-of-sight Thumbnail

Machine learning approaches for a few optimization problems involving lines-of-sight

Presenter
  • Richard Tsai
May 2, 2019
IPAM
Infinite-Width Bounded-Norm Networks: A View from Function Space Thumbnail

Infinite-Width Bounded-Norm Networks: A View from Function Space

Presenter
  • Nathan Srebro
April 30, 2019
IPAM
Log-concave density estimation: high dimensions Thumbnail

Log-concave density estimation: high dimensions

Presenter
  • Richard Samworth
April 30, 2019
IPAM