Videos

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Policy Gradient is Essentially Policy Evaluation Thumbnail

Policy Gradient is Essentially Policy Evaluation

Presenter
  • Xunyu Zhou
May 23, 2022
IMSI
Optimal Stopping via Randomized Neural Networks Thumbnail

Optimal Stopping via Randomized Neural Networks

Presenter
  • Josef Teichmann
May 23, 2022
IMSI
Market making and incentives design in the presence of a dark pool: a deep reinforcement learning approach Thumbnail

Market making and incentives design in the presence of a dark pool: a deep reinforcement learning approach

Presenter
  • Mathieu Rosenbaum
May 23, 2022
IMSI
Policy gradients algorithms for mean-field control in continuous time Thumbnail

Policy gradients algorithms for mean-field control in continuous time

Presenter
  • Huyên Pham
May 23, 2022
IMSI
From stochastic control to continuous-time reinforcement learning Thumbnail

From stochastic control to continuous-time reinforcement learning

Presenter
  • Yufei Zhang
May 23, 2022
IMSI
Convergence of Empirical Measures, Mean-Field Games and Deep Learning Algorithms Thumbnail

Convergence of Empirical Measures, Mean-Field Games and Deep Learning Algorithms

Presenter
  • Ruimeng Hu
May 23, 2022
IMSI
Dynamics of Market Making Algorithms in Dealer Markets: Learning and Tacit Collusion Thumbnail

Dynamics of Market Making Algorithms in Dealer Markets: Learning and Tacit Collusion

Presenter
  • Rama Cont
May 23, 2022
IMSI
Datamodels: Predicting Predictions with Training Data Thumbnail

Datamodels: Predicting Predictions with Training Data

Presenter
  • Aleksander Madry
March 7, 2022
SLMath
Machine Learning and Gravitational Wave Detectors Thumbnail

Machine Learning and Gravitational Wave Detectors

Presenter
  • Gabriele Vajente
December 2, 2021
IPAM
Machine Learning in the Multi-Messenger Era: Inference as a service and optimal light curve augmentation Thumbnail

Machine Learning in the Multi-Messenger Era: Inference as a service and optimal light curve augmentation

Presenter
  • Michael Coughlin
November 30, 2021
IPAM
Machine learning for actionable, interpretable marker selection in -omics studies Thumbnail

Machine learning for actionable, interpretable marker selection in -omics studies

Presenter
  • Bianca Dumitrascu
September 3, 2021
IMSI
Machine Learning for Fluid Mechanics Thumbnail

Machine Learning for Fluid Mechanics

Presenter
  • Steve Brunton
January 12, 2021
IPAM