Videos

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Does Machine Learning Improve Operational Efficiency? Evidence from the Design of an Emergency Department Vertical Processing Unit Thumbnail

Does Machine Learning Improve Operational Efficiency? Evidence from the Design of an Emergency Department Vertical Processing Unit

Presenter
  • Agni Orfanoudaki
April 6, 2023
IMSI
Utilizing Machine Learning to Solve Stackelberg Mean Field Game Thumbnail

Utilizing Machine Learning to Solve Stackelberg Mean Field Game

Presenter
  • Gökçe Dayanikli
February 22, 2023
IMSI
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