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Subgroup Discovery for Assessing the Domain of Applicability of Machine Learning Models
Presenter
- Chris Sutton
November 21, 2019
IPAM
Data assimilation as an optimal control problem and applications to uncertainty quantification
Presenter
- Sebastian Reich
November 13, 2017
IPAM
PDE Constrained Optimization with Uncertain Data
Presenter
- Matthias Heinkenschloss
March 14, 2016
IMA
Statistical Mechanics, Statistical Error, Validation and Parameterization in Atomistic Simulations of Soft Materials
Presenter
- Michael Shirts
December 16, 2013
IMA
Deep Gaussian processes for estimation of failure probabilities in complex systems
Presenter
- Annie Booth
May 20, 2025
IMSI
Bayesian joint additive factor models for multiview learning
Presenter
- Himel Mallick
May 8, 2025
IMSI
Spectral Ranking Inferences Based on General Multiway Comparisons
Presenter
- Jianqing Fan
May 5, 2025
IMSI
Physics Constrained Machine Learning for Scientific Computing
Presenter
- Danielle Robinson
March 23, 2024
ICERM
Deep Gaussian Process Surrogates for Computer Experiments
Presenter
- Robert Gramacy
August 31, 2022
IMSI
On some non-intrusive implementations of ROM techniques for the effective simulation of engineering problems
Presenter
- Ludovic Chamoin
February 5, 2025
IMSI