Videos

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Machine-learning for materials and physics discovery through symbolic regression and kernel methods Thumbnail

Machine-learning for materials and physics discovery through symbolic regression and kernel methods

Presenter
  • Richard Hennig
September 26, 2019
IPAM
Machine learning for lattice field theory Thumbnail

Machine learning for lattice field theory

Presenter
  • Phiala Shanahan
September 26, 2019
IPAM
A Numerical Analysis Perspective on Deep Neural Networks Thumbnail

A Numerical Analysis Perspective on Deep Neural Networks

Presenter
  • Lars Ruthotto
September 25, 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
Recent advances in Derivative-Free Optimization and its connection to reinforcement learning Thumbnail

Recent advances in Derivative-Free Optimization and its connection to reinforcement learning

Presenter
  • Katya Scheinberg
September 25, 2019
IPAM
Automating Science using Robot Scientists Thumbnail

Automating Science using Robot Scientists

Presenter
  • Ross King
September 25, 2019
IPAM
Coarse graining autoencoders and evolutionary learning of atomistic potentials Thumbnail

Coarse graining autoencoders and evolutionary learning of atomistic potentials

Presenter
  • Rafael Gomez-Bombarelli
September 24, 2019
IPAM
Reinforcement learning for molecular generation Thumbnail

Reinforcement learning for molecular generation

Presenter
  • Patrick Riley
September 24, 2019
IPAM
Deep Generative Models for Molecular Graphs Thumbnail

Deep Generative Models for Molecular Graphs

Presenter
  • Nicola De Cao
September 24, 2019
IPAM
New horizons in quantum biology: Learning complexity, emergence, and coherence in living matter Thumbnail

New horizons in quantum biology: Learning complexity, emergence, and coherence in living matter

Presenter
  • Philip Kurian
September 24, 2019
IPAM
Deep Generative Learning for Physics Many-Body Systems Thumbnail

Deep Generative Learning for Physics Many-Body Systems

Presenter
  • Frank Noe
September 23, 2019
IPAM
A primer on normalizing flows Thumbnail

A primer on normalizing flows

Presenter
  • Laurent Dinh
September 23, 2019
IPAM