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A Machine Learning Application in Multi-Messenger Astrophysics
Presenter
- Irene Di Palma
October 7, 2021
IPAM
Chasing the Long Tail: What Neural Networks Memorize and Why
Presenter
- Vitaly Feldman
April 14, 2021
IMSI
Understanding machine learning via exactly solvable statistical physics models
Presenter
- Lenka Zdeborova
November 18, 2019
IPAM
Model Interpretability for Building Confidence and Sparking Insight in Scientific Applications
Presenter
- Julia Ling
October 14, 2019
IPAM
Background reduction in searches for gravitational-wave signals from supernovae: A machine learning approach
Presenter
- Marco Cavaglia
February 1, 2019
IPAM
Nonlinear reduced-order modeling - Using machine learning to enable extreme-scale simulation for many-query problems
Presenter
- Kevin Carlberg
January 29, 2019
ICERM
Stochastic Surface Walking Method for Reaction Sampling and the Combination with Machine Learning
Presenter
- Zhi-Pan Liu
October 20, 2017
IPAM
Using machine learning to map the structure and predict the properties of materials and molecules
Presenter
- Michele Ceriotti
September 27, 2016
IPAM
Intelligent learning: similarity control and knowledge transfer
Presenter
- Vladimir Vapnik
March 30, 2015
IAS