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Computational Mean-field Games: From Conventional Methods to Deep Generative Models
Presenter
- Rongjie Lai
March 12, 2024
ICERM
Workshop: Mathematics and Computer Science of Market and Mechanism Design: "The Role of Calibration in Rational Decision Making"
Presenter
- Aaron Roth
September 15, 2023
SLMath
Multiscale Diffusion Geometry for Learning Manifolds, Flows and Optimal Transport
Presenter
- Smita Krishnaswamy
June 27, 2023
ICERM
Lipschitz regularized gradient flows and latent generative particles
Presenter
- Panagiota Birmpa
May 12, 2023
ICERM
Function-space regularized divergences for machine learning applications
Presenter
- Ioannis (Yannis) Pantazis
May 11, 2023
ICERM
Machine Learning for discrete optimization: Graph Neural Networks, generalization under shifts, and loss functions
Presenter
- Stefanie Jegelka
April 26, 2023
ICERM
Critical Behaviour in Long-Range and Hierarchical Percolation
Presenter
- Tom Hutchcroft
April 14, 2023
IAS
A Multi-Capital Model of Climate Change, Innovation, and Uncertainty
Presenter
- Michael Barnett
April 1, 2023
IMSI
Tutorial on Conformal Prediction and Distribution-Free Uncertainty Quantification
Presenter
- Anastasios Angelopoulos
March 31, 2023
IMSI
Deep Uncertainty Quantification: With an Application to Integrated Assessment Models
Presenter
- Felix Kubler
March 31, 2023
IMSI