Videos

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Multi-group learning via Outcome Indistinguishability Thumbnail

Multi-group learning via Outcome Indistinguishability

Presenter
  • Gal Yona
March 14, 2022
IAS
Equivariant machine learning, structure like classical physics Thumbnail

Equivariant machine learning, structure like classical physics

Presenter
  • Soledad Villar
March 4, 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
A Machine Learning Application in Multi-Messenger Astrophysics Thumbnail

A Machine Learning Application in Multi-Messenger Astrophysics

Presenter
  • Irene Di Palma
October 7, 2021
IPAM
Learning with Uncertainty on Dynamic Manifolds Thumbnail

Learning with Uncertainty on Dynamic Manifolds

Presenter
  • Daniel Tartakovsky
May 13, 2021
IMSI
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
Tradeoffs between Robustness and Accuracy Thumbnail

Tradeoffs between Robustness and Accuracy

Presenter
  • Percy Liang
April 16, 2020
IAS

A Rank-Minimization Approach to Learning Dynamical Systems from Frequency Response Data

Presenter
  • Pawan Goyal
February 20, 2020
ICERM
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
Innovating machine learning with near-term quantum computing Thumbnail

Innovating machine learning with near-term quantum computing

Presenter
  • Maria Schuld
November 20, 2019
IPAM
Understanding machine learning via exactly solvable statistical physics models Thumbnail

Understanding machine learning via exactly solvable statistical physics models

Presenter
  • Lenka Zdeborova
November 18, 2019
IPAM
Optimization Landscape and Two-Layer Neural Networks Thumbnail

Optimization Landscape and Two-Layer Neural Networks

Presenter
  • Rong Ge
October 23, 2019
IAS