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Deep neural operators with reliable extrapolation for multiphysics, multiscale & multifidelity problems
Presenter
- Lu Lu
June 7, 2023
ICERM
Sparse Cholesky Factorization for Solving PDEs with Gaussian Processes
Presenter
- Yifan Chen
June 6, 2023
ICERM
GFlowNets to accelerate scientific discovery with machine learning
Presenter
- Alex Hernandez-Garcia
June 6, 2023
ICERM
Cell-average based neural network method for time dependent problems
Presenter
- Jue Yan
June 5, 2023
ICERM
Neural architecture search for scientific machine learning
Presenter
- Romit Maulik
June 5, 2023
ICERM
Introduction to Machine Learning for Gravitational Wave Astronomy (Part 1/2): General concepts and terminology
Presenter
- Antonio Marquina
September 15, 2021
IPAM
Statistical Query Algorithms and Low-Degree Tests Are Almost Equivalent
Presenter
- Tselil Schramm
April 15, 2021
IMSI
Learning from data under information constraints: Fundamental limits and applications
Presenter
- Jayadev Acharya
April 14, 2021
IMSI
Chasing the Long Tail: What Neural Networks Memorize and Why
Presenter
- Vitaly Feldman
April 14, 2021
IMSI
Reliable predictions? Counterfactual predictions? Equitable treatment? Some recent progress in predictive inference
Presenter
- Emmanuel Candes
April 11, 2021
ICERM
