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Citations per year
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Cited by
All
Since 2019
Citations
11
11
h-index
2
2
i10-index
0
0
0
6
3
2021
2022
2023
2024
5
5
1
Public access
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2 articles
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Co-authors
David Ginsbourger
University of Bern
Verified email at stat.unibe.ch
Guillaume Pirot
Research Fellow, Centre for Exploration Targeting, University of Western Australia
Verified email at uwa.edu.au
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Athénaïs Gautier
Postdoctoral fellow,
McGill University
Verified email at mcgill.ca
Random fields
non-parametric density estimation
RKHS embeddings
Articles
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Year
Goal-oriented adaptive sampling under random field modelling of response probability distributions
A Gautier, D Ginsbourger, G Pirot
ESAIM: Proceedings and Surveys 71 (FGS’2019 - 19th French-German-Swiss conf …
, 2021
7
2021
Probabilistic ABC with Spatial Logistic Gaussian Process modelling
A Gautier, D Ginsbourger, G Pirot
Third Workshop on Machine Learning and the Physical Sciences; NeurIPS 2020
, 2020
3
2020
Continuous logistic Gaussian random measure fields for spatial distributional modelling
A Gautier, D Ginsbourger
arXiv preprint arXiv:2110.02876
, 2021
1
2021
Modelling and predicting distribution-valued fields with applications to inversion under uncertainty
A Gautier
Universität Bern
, 2024
2024
Leveraging spatial regularity in distribution field estimation to accelerate statistical inference for the sciences.
A Gautier
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