Ikuti
François Bachoc
François Bachoc
Assistant professor (tenured), Toulouse Mathematics Institute
Email yang diverifikasi di math.univ-toulouse.fr - Beranda
Judul
Dikutip oleh
Dikutip oleh
Tahun
Cross validation and maximum likelihood estimations of hyper-parameters of Gaussian processes with model misspecification
F Bachoc
Computational Statistics & Data Analysis 66, 55-69, 2013
3062013
Finite-dimensional Gaussian approximation with linear inequality constraints
AF López-Lopera, F Bachoc, N Durrande, O Roustant
SIAM/ASA Journal on Uncertainty Quantification 6 (3), 1224-1255, 2018
952018
Nested kriging predictions for datasets with a large number of observations
D Rullière, N Durrande, F Bachoc, C Chevalier
Statistics and Computing 28, 849-867, 2018
902018
A supermartingale approach to Gaussian process based sequential design of experiments
J Bect, F Bachoc, D Ginsbourger
Bernoulli 25 (4A), 2883-2919, 2019
872019
A Gaussian process regression model for distribution inputs
F Bachoc, F Gamboa, JM Loubes, N Venet
IEEE Transactions on Information Theory 64 (10), 6620-6637, 2017
722017
Variance reduction for estimation of Shapley effects and adaptation to unknown input distribution
B Broto, F Bachoc, M Depecker
SIAM/ASA Journal on Uncertainty Quantification 8 (2), 693-716, 2020
702020
Valid confidence intervals for post-model-selection predictors
F Bachoc, H Leeb, BM Pötscher
The Annals of Statistics 47 (3), 1475-1504, 2019
692019
Asymptotic analysis of the role of spatial sampling for covariance parameter estimation of Gaussian processes
F Bachoc
Journal of Multivariate Analysis 125, 1-35, 2014
672014
Uniformly valid confidence intervals post-model-selection
F Bachoc, D Preinerstorfer, L Steinberger
The Annals of Statistics 48 (1), 440-463, 2020
662020
Gaussian process optimization with failures: classification and convergence proof
F Bachoc, C Helbert, V Picheny
Journal of Global Optimization 78 (3), 483-506, 2020
502020
Calibration and improved prediction of computer models by universal Kriging
F Bachoc, G Bois, J Garnier, JM Martinez
Nuclear Science and Engineering 176 (1), 81-97, 2014
452014
Gaussian process metamodeling of functional-input code for coastal flood hazard assessment
J Betancourt, F Bachoc, T Klein, D Idier, R Pedreros, J Rohmer
Reliability Engineering & System Safety 198, 106870, 2020
392020
Gaussian processes with multidimensional distribution inputs via optimal transport and Hilbertian embedding
F Bachoc, A Suvorikova, D Ginsbourger, JM Loubes, V Spokoiny
38*2020
Asymptotic analysis of covariance parameter estimation for Gaussian processes in the misspecified case
F Bachoc
382018
Parametric estimation of covariance function in Gaussian-process based Kriging models. Application to uncertainty quantification for computer experiments
F Bachoc
Université Paris-Diderot-Paris VII, 2013
382013
Maximum likelihood estimation for Gaussian processes under inequality constraints
F Bachoc, A Lagnoux, AF López-Lopera
362019
Asymptotic properties of multivariate tapering for estimation and prediction
R Furrer, F Bachoc, J Du
Journal of Multivariate Analysis 149, 177-191, 2016
332016
Spatial blind source separation
F Bachoc, MG Genton, K Nordhausen, A Ruiz-Gazen, J Virta
Biometrika 107 (3), 627-646, 2020
312020
Multioutput Gaussian processes with functional data: A study on coastal flood hazard assessment
AF López-Lopera, D Idier, J Rohmer, F Bachoc
Reliability Engineering & System Safety 218, 108139, 2022
292022
Sensitivity indices for independent groups of variables
B Broto, F Bachoc, M Depecker, JM Martinez
Mathematics and Computers in Simulation 163, 19-31, 2019
262019
Sistem tidak dapat melakukan operasi ini. Coba lagi nanti.
Artikel 1–20