Videos

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Sensitivity and Robustness of Stackelberg Mean-Field Games through an Optimization Lense Thumbnail

Sensitivity and Robustness of Stackelberg Mean-Field Games through an Optimization Lense

Presenter
  • Jiacheng Zhang
May 25, 2022
IMSI
Shaowei Lin - Singular Learning, Relative Information and the Dual Numbers - IPAM at UCLA Thumbnail

Shaowei Lin - Singular Learning, Relative Information and the Dual Numbers - IPAM at UCLA

Presenter
  • Shaowei Lin
October 16, 2024
IPAM

Learning Interaction laws in particle- and agent-based systems

Presenter
  • Mauro Maggioni
May 7, 2024
ICERM

Machine Learning and Reduced Order Modeling for Large-Scale Industrial Digital Twins

Presenter
  • David Knezevic
March 23, 2024
ICERM

Semi-Supervised Learning with the p-Laplacian in Geometric Methods in Machine Learning and Data Analysis

Presenter
  • Nadejda Drenska
March 12, 2024
ICERM

Low distortion embeddings with bottom-up manifold learning

Presenter
  • Gal Mishne
June 29, 2023
ICERM

Exact Gradient Computation for Spiking Neural Networks via Forward Propagation

Presenter
  • Amin Karbasi
June 8, 2023
ICERM

Machine learning and hard problems in topology

Presenter
  • Sergei Gukov
May 22, 2023
ICERM
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