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Commit 7c3f5d41 authored by Hu Zhao's avatar Hu Zhao
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docs: add ref for active learning

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......@@ -62,6 +62,16 @@
author = "Jon Herman and Will Usher"
}
@article{Kandasamy2017,
title = "Query efficient posterior estimation in scientific experiments via {Bayesian} active learning",
journal = "Artificial Intelligence",
volume = "243",
pages = "45--56",
year = "2017",
doi = "https://doi.org/10.1016/j.artint.2016.11.002",
author = "Kirthevasan Kandasamy and Jeff Schneider and Barnab{\'a}s P{\'o}czos",
}
@article{LeGratiet2014,
title = "A {Bayesian} approach for global sensitivity analysis of (multifidelity) computer codes",
journal = "SIAM/ASA Journal on Uncertainty Quantification",
......@@ -106,6 +116,17 @@
author = "Andrea Saltelli and Paola Annoni and Ivano Azzini and Francesca Campolongo and Marco Ratto and Stefano Tarantola"
}
@article{Wang2018,
title = "Adaptive {Gaussian} process approximation for {Bayesian} inference with expensive likelihood functions",
journal = "Neural Computation",
volume = "30",
number = "11",
pages = "3072--3094",
year = "2018",
doi = "10.1162/neco_a_01127",
author = "Hong Qiao Wang and Jing Lai Li"
}
@article{Zhao2021a,
title = "Emulator-based global sensitivity analysis for flow-like landslide run-out models",
journal = "Landslides",
......@@ -124,3 +145,15 @@
year = {2021},
doi = {10.18154/RWTH-2021-11693}
}
@article{Zhao2022,
title = {Bayesian active learning for parameter calibration of landslide run-out models},
journal = {Landslides},
volume = {19},
number = {},
pages = {2033--2045},
year = {2022},
doi = {https://doi.org/10.1007/s10346-022-01857-z},
author = {Zhao, Hu and Kowalski, Julia}
}
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