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The topology, geometry, and combinatorics of feedforward neural networks
Presenter
- Julia E Grigsby
October 30, 2023
ICERM
Deep neural operators with reliable extrapolation for multiphysics, multiscale & multifidelity problems
Presenter
- Lu Lu
June 7, 2023
ICERM
Deep Uncertainty Quantification: With an Application to Integrated Assessment Models
Presenter
- Felix Kubler
March 31, 2023
IMSI
Deep Learning Solutions to Master Equations for Continuous Time Heterogeneous Agent Macroeconomic Models
Presenter
- Mathieu Lauriere
February 23, 2023
IMSI
Deep Gaussian Process Surrogates for Computer Experiments
Presenter
- Robert Gramacy
August 31, 2022
IMSI
Deep Learning for Principal-Agent Mean Field Games
Presenter
- Sebastian Jaimungal
December 8, 2021
IMSI
Deep learning algorithm for core-collapse supernova detection
Presenter
- Irene Di Palma
December 1, 2021
IPAM
Chasing the Long Tail: What Neural Networks Memorize and Why
Presenter
- Vitaly Feldman
April 14, 2021
IMSI