Videos

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Explainable AI (XAI) for Climate Science: Detection, Prediction and Discovery Thumbnail

Explainable AI (XAI) for Climate Science: Detection, Prediction and Discovery

Presenter
  • Elizabeth Barnes
October 31, 2022
IMSI
Artificial intelligence with uncertainty quantification can plug gaps in climate science and inform multi sector resilience Thumbnail

Artificial intelligence with uncertainty quantification can plug gaps in climate science and inform multi sector resilience

Presenter
  • Auroop Ganguly
October 31, 2022
IMSI
Using autoencoders as generative models to create forecast ensembles for data assimilation Thumbnail

Using autoencoders as generative models to create forecast ensembles for data assimilation

Presenter
  • Ian Grooms
October 31, 2022
IMSI
Accelerated Parametric Uncertainty Quantification and Optimal Data Acquisition in an Idealized Global Atmosphere Model Thumbnail

Accelerated Parametric Uncertainty Quantification and Optimal Data Acquisition in an Idealized Global Atmosphere Model

Presenter
  • Oliver Dunbar
October 31, 2022
IMSI
Mean field approximations via log-concavity, and a non-asymptotic perspective on mean field control Thumbnail

Mean field approximations via log-concavity, and a non-asymptotic perspective on mean field control

Presenter
  • Daniel Lacker
May 26, 2022
IMSI
Reinforcement Learning Algorithm for Mixed Mean Field Control Games Thumbnail

Reinforcement Learning Algorithm for Mixed Mean Field Control Games

Presenter
  • Jean-Pierre Fouque
May 26, 2022
IMSI
Assessing Transfer Learning Thumbnail

Assessing Transfer Learning

Presenter
  • Haoyang Cao
May 26, 2022
IMSI
An Overview of Learning Mean Field Games Thumbnail

An Overview of Learning Mean Field Games

Presenter
  • Mathieu Lauriere
May 26, 2022
IMSI
Model-Free Mean-Field Reinforcement Learning: Mean-Field MDP and Mean-Field Q-Learning Thumbnail

Model-Free Mean-Field Reinforcement Learning: Mean-Field MDP and Mean-Field Q-Learning

Presenter
  • Rene Carmona
May 26, 2022
IMSI
Optimal bailout strategies resulting from the drift controlled supercooled Stefan problem Thumbnail

Optimal bailout strategies resulting from the drift controlled supercooled Stefan problem

Presenter
  • Christa Cuchiero
May 25, 2022
IMSI
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
Mean Field Optimization regularized by Fisher Information Thumbnail

Mean Field Optimization regularized by Fisher Information

Presenter
  • Zhenjie Ren
May 25, 2022
IMSI