François Bachoc

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Publications

Citations

794

H-Index

Active since

2013

Affiliations

Université Toulouse III - Paul Sabatier(Current)

Institut de Mathématiques de Toulouse

Institut National des Sciences Appliquées de Toulouse

Laboratoire de Probabilités et Modèles Aléatoires

François Bachoc is an author at Université Toulouse III - Paul Sabatier specializing in gaussian processes, gaussian process modeling, and statistical inference.

ORCID

Publications per year

2013–2021

Publications

Cross Validation and Maximum Likelihood estimations of hyper-parameters of Gaussian processes with model misspecification

François Bachoc · Computational Statistics & Data Analysis · 2013 · 207 citations

Engineering, Biostatistics, Statistical Modeling +16

Variance Reduction for Estimation of Shapley Effects and Adaptation to Unknown Input Distribution

Baptiste Broto, François Bachoc, Marine Depecker · SIAM/ASA Journal on Uncertainty Quantification · 2020 · 56 citations · Full text

Natural Sciences, Mathematics, Information Theory +9

Nested Kriging predictions for datasets with a large number of observations

Didier Rullière, Nicolas Durrande, François Bachoc et al. · Statistics and Computing · 2017 · 53 citations · Full text

Natural Sciences, Biostatistics, Computer Science +5

Asymptotic analysis of the role of spatial sampling for covariance parameter estimation of Gaussian processes

François Bachoc · 2016 · 48 citations

Computing, Data Science, Spatial Analysis +16

A supermartingale approach to Gaussian process based sequential design of experiments

Julien Bect, François Bachoc, David Ginsbourger · Bernoulli · 2019 · 47 citations · Full text

Engineering, Industrial Engineering, Experimental Design +15

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