Videos

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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 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
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
On the Implicit Bias of Dropout Thumbnail

On the Implicit Bias of Dropout

Presenter
  • Rene Vidal
May 23, 2019
IPAM
Robust Estimation and Generative Adversarial Nets Thumbnail

Robust Estimation and Generative Adversarial Nets

Presenter
  • Chao Gao
May 3, 2019
IPAM
Structured embedding spaces for 3D shape completion and synthesis Thumbnail

Structured embedding spaces for 3D shape completion and synthesis

Presenter
  • Anastasia Dubrovina
May 3, 2019
IPAM
PDE Approaches for Deep Learning Thumbnail

PDE Approaches for Deep Learning

Presenter
  • Stanley Osher
May 1, 2019
IPAM
Solving for committor functions in high dimension Thumbnail

Solving for committor functions in high dimension

Presenter
  • Jianfeng Lu
April 29, 2019
IPAM
Non-isometric shape matching via geometric modeling and learning Thumbnail

Non-isometric shape matching via geometric modeling and learning

Presenter
  • Rongjie Lai
April 17, 2019
IPAM
Tutorial on Spectral and Graph ConvNets (Part 2/2) Thumbnail

Tutorial on Spectral and Graph ConvNets (Part 2/2)

Presenter
  • Xavier Bresson
March 15, 2019
IPAM
Tutorial on Spectral and Graph ConvNets (Part 1/2) Thumbnail

Tutorial on Spectral and Graph ConvNets (Part 1/2)

Presenter
  • Xavier Bresson
March 15, 2019
IPAM
Challenges and Opportunities in Autonomous Navigation Thumbnail

Challenges and Opportunities in Autonomous Navigation

Presenter
  • Jana Kosecka
February 25, 2019
IPAM