Videos

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Machine learning methods for physics and chemistry 2: Deep learning Thumbnail

Machine learning methods for physics and chemistry 2: Deep learning

Presenter
  • Frank Noé
September 15, 2017
IPAM
Machine learning methods for physics and chemistry 1: Regression and Kernel methods Thumbnail

Machine learning methods for physics and chemistry 1: Regression and Kernel methods

Presenter
  • Frank Noé
September 15, 2017
IPAM
Machine Learning Models for Feature Selection and Classification of Traffic Anomalies Thumbnail

Machine Learning Models for Feature Selection and Classification of Traffic Anomalies

Presenter
  • Ljiljana Trajkovic
September 5, 2012
IMA
Recent Developments in Learning Convex Sets Thumbnail

Recent Developments in Learning Convex Sets

Presenter
  • Adam Klivans
December 6, 2011
SLMath
Exploration-exploitation trade-off for continuous-time episodic reinforcement learning Thumbnail

Exploration-exploitation trade-off for continuous-time episodic reinforcement learning

Presenter
  • Lukas Szpruch
May 25, 2022
IMSI
Scalable Deep Reinforcement Learning Algorithms for Mean Field Games Thumbnail

Scalable Deep Reinforcement Learning Algorithms for Mean Field Games

Presenter
  • Sarah Perrin
May 25, 2022
IMSI
On machine learning methods for mean field master equations Thumbnail

On machine learning methods for mean field master equations

Presenter
  • Mathieu Laurière
December 14, 2021
IMSI
Learning with Uncertainty on Dynamic Manifolds Thumbnail

Learning with Uncertainty on Dynamic Manifolds

Presenter
  • Daniel Tartakovsky
May 13, 2021
IMSI
Statistical Learning Theory for Modern Machine Learning Thumbnail

Statistical Learning Theory for Modern Machine Learning

Presenter
  • John Shawe-Taylor
August 11, 2020
IAS
A Machine Learning Framework for Solving High-Dimensional Mean Field Game and Mean Field Control Problems Thumbnail

A Machine Learning Framework for Solving High-Dimensional Mean Field Game and Mean Field Control Problems

Presenter
  • Sammy Wu Fung
May 5, 2020
SLMath
Flexible machine learning approaches for computer-assisted surgery Thumbnail

Flexible machine learning approaches for computer-assisted surgery

Presenter
  • Tom Vercauteren
January 30, 2020
IPAM
A Machine Learning Framework for Optimal Transport of High-Dimensional Densities Thumbnail

A Machine Learning Framework for Optimal Transport of High-Dimensional Densities

Presenter
  • Lars Ruthotto
January 27, 2020
IPAM