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Author ID: bachoc.francois Recent zbMATH articles by "Bachoc, François"
Published as: Bachoc, François; Bachoc, F.
External Links: MGP

Publications by Year

Citations contained in zbMATH Open

34 Publications have been cited 248 times in 143 Documents Cited by Year
Cross validation and maximum likelihood estimations of hyper-parameters of Gaussian processes with model misspecification. Zbl 1471.62021
Bachoc, François
42
2013
Asymptotic analysis of the role of spatial sampling for covariance parameter estimation of Gaussian processes. Zbl 1280.62100
Bachoc, François
22
2014
A supermartingale approach to Gaussian process based sequential design of experiments. Zbl 1428.62369
Bect, Julien; Bachoc, François; Ginsbourger, David
20
2019
Asymptotic analysis of covariance parameter estimation for Gaussian processes in the misspecified case. Zbl 1429.60035
Bachoc, François
17
2018
Finite-dimensional Gaussian approximation with linear inequality constraints. Zbl 1405.60047
López-Lopera, Andrés F.; Bachoc, François; Durrande, Nicolas; Roustant, Olivier
15
2018
Valid confidence intervals for post-model-selection predictors. Zbl 1419.62164
Bachoc, François; Leeb, Hannes; Pötscher, Benedikt M.
13
2019
Uniformly valid confidence intervals post-model-selection. Zbl 1466.62263
Bachoc, François; Preinerstorfer, David; Steinberger, Lukas
13
2020
Nested kriging predictions for datasets with a large number of observations. Zbl 1384.62246
Rullière, Didier; Durrande, Nicolas; Bachoc, François; Chevalier, Clément
13
2018
Asymptotic properties of multivariate tapering for estimation and prediction. Zbl 1341.62263
Furrer, Reinhard; Bachoc, François; Du, Juan
12
2016
Cross-validation estimation of covariance parameters under fixed-domain asymptotics. Zbl 1378.62096
Bachoc, François; Lagnoux, Agnès; Nguyen, Thi Mong Ngoc
11
2017
A Gaussian process regression model for distribution inputs. Zbl 1401.62106
Bachoc, François; Gamboa, Fabrice; Loubes, Jean-Michel; Venet, Nil
9
2018
Variance reduction for estimation of Shapley effects and adaptation to unknown input distribution. Zbl 1445.62186
Broto, Baptiste; Bachoc, François; Depecker, Marine
7
2020
Maximum likelihood estimation for Gaussian processes under inequality constraints. Zbl 1428.62420
Bachoc, François; Lagnoux, Agnès; López-Lopera, Andrés F.
7
2019
Composite likelihood estimation for a Gaussian process under fixed domain asymptotics. Zbl 1428.62419
Bachoc, François; Bevilacqua, Moreno; Velandia, Daira
5
2019
Sensitivity indices for independent groups of variables. Zbl 07316704
Broto, Baptiste; Bachoc, François; Depecker, Marine; Martinez, Jean-Marc
5
2019
On the post selection inference constant under restricted isometry properties. Zbl 1406.62074
Bachoc, François; Blanchard, Gilles; Neuvial, Pierre
4
2018
Spatial blind source separation. Zbl 1451.62052
Bachoc, François; Genton, Marc G.; Nordhausen, Klaus; Ruiz-Gazen, Anne; Virta, Joni
4
2020
Asymptotic analysis of maximum likelihood estimation of covariance parameters for Gaussian processes: an introduction with proofs. Zbl 07645406
Bachoc, François
3
2021
Gaussian processes with multidimensional distribution inputs via optimal transport and Hilbertian embedding. Zbl 1448.60085
Bachoc, François; Suvorikova, Alexandra; Ginsbourger, David; Loubes, Jean-Michel; Spokoiny, Vladimir
3
2020
Asymptotic properties of the maximum likelihood and cross validation estimators for transformed Gaussian processes. Zbl 1441.62248
Bachoc, François; Betancourt, José; Furrer, Reinhard; Klein, Thierry
3
2020
Gaussian process-based dimension reduction for goal-oriented sequential design. Zbl 1436.62390
Ben Salem, Malek; Bachoc, François; Roustant, Olivier; Gamboa, Fabrice; Tomaso, Lionel
2
2019
Properties and comparison of some kriging sub-model aggregation methods. Zbl 1495.86009
Bachoc, François; Durrande, Nicolas; Rullière, Didier; Chevalier, Clément
2
2022
Gaussian process optimization with failures: classification and convergence proof. Zbl 1472.60062
Bachoc, François; Helbert, Céline; Picheny, Victor
2
2020
Hastings-Metropolis algorithm on Markov chains for small-probability estimation. Zbl 1334.60148
Bachoc, François; Bachouch, Achref; Lenôtre, Lionel
2
2015
Optimal configurations of lines and a statistical application. Zbl 1369.65028
Bachoc, François; Ehler, Martin; Gräf, Manuel
2
2017
Fixed-domain asymptotic properties of maximum composite likelihood estimators for Gaussian processes. Zbl 1441.62191
Bachoc, F.; Lagnoux, A.
2
2020
Sequential construction and dimension reduction of Gaussian processes under inequality constraints. Zbl 1491.60051
Bachoc, François; López-Lopera, Andrés F.; Roustant, Olivier
1
2022
Gaussian field on the symmetric group: prediction and learning. Zbl 1443.60035
Bachoc, François; Broto, Baptiste; Gamboa, Fabrice; Loubes, Jean-Michel
1
2020
Approximating Gaussian process emulators with linear inequality constraints and noisy observations via MC and MCMC. Zbl 07240104
López-Lopera, Andrés F.; Bachoc, François; Durrande, Nicolas; Rohmer, Jérémy; Idier, Déborah; Roustant, Olivier
1
2020
Semi-parametric estimation of the variogram scale parameter of a Gaussian process with stationary increments. Zbl 1461.60019
Azaïs, Jean-Marc; Bachoc, François; Lagnoux, Agnès; Nguyen, Thi Mong Ngoc
1
2020
Maximum likelihood estimation for a bivariate Gaussian process under fixed domain asymptotics. Zbl 1432.62165
Velandia, Daira; Bachoc, François; Bevilacqua, Moreno; Gendre, Xavier; Loubes, Jean-Michel
1
2017
Efficient estimation of multiple expectations with the same sample by adaptive importance sampling and control variates. Zbl 1517.62013
Demange-Chryst, Julien; Bachoc, François; Morio, Jérôme
1
2023
Bayesian regression and classification using Gaussian process priors indexed by probability density functions. Zbl 1479.62097
Fradi, A.; Feunteun, Y.; Samir, C.; Baklouti, M.; Bachoc, F.; Loubes, J.-M.
1
2021
Multivariate Gaussian random fields over generalized product spaces involving the hypertorus. Zbl 07618870
Bachoc, François; Peron, Ana Paula; Porcu, Emilio
1
2022
Efficient estimation of multiple expectations with the same sample by adaptive importance sampling and control variates. Zbl 1517.62013
Demange-Chryst, Julien; Bachoc, François; Morio, Jérôme
1
2023
Properties and comparison of some kriging sub-model aggregation methods. Zbl 1495.86009
Bachoc, François; Durrande, Nicolas; Rullière, Didier; Chevalier, Clément
2
2022
Sequential construction and dimension reduction of Gaussian processes under inequality constraints. Zbl 1491.60051
Bachoc, François; López-Lopera, Andrés F.; Roustant, Olivier
1
2022
Multivariate Gaussian random fields over generalized product spaces involving the hypertorus. Zbl 07618870
Bachoc, François; Peron, Ana Paula; Porcu, Emilio
1
2022
Asymptotic analysis of maximum likelihood estimation of covariance parameters for Gaussian processes: an introduction with proofs. Zbl 07645406
Bachoc, François
3
2021
Bayesian regression and classification using Gaussian process priors indexed by probability density functions. Zbl 1479.62097
Fradi, A.; Feunteun, Y.; Samir, C.; Baklouti, M.; Bachoc, F.; Loubes, J.-M.
1
2021
Uniformly valid confidence intervals post-model-selection. Zbl 1466.62263
Bachoc, François; Preinerstorfer, David; Steinberger, Lukas
13
2020
Variance reduction for estimation of Shapley effects and adaptation to unknown input distribution. Zbl 1445.62186
Broto, Baptiste; Bachoc, François; Depecker, Marine
7
2020
Spatial blind source separation. Zbl 1451.62052
Bachoc, François; Genton, Marc G.; Nordhausen, Klaus; Ruiz-Gazen, Anne; Virta, Joni
4
2020
Gaussian processes with multidimensional distribution inputs via optimal transport and Hilbertian embedding. Zbl 1448.60085
Bachoc, François; Suvorikova, Alexandra; Ginsbourger, David; Loubes, Jean-Michel; Spokoiny, Vladimir
3
2020
Asymptotic properties of the maximum likelihood and cross validation estimators for transformed Gaussian processes. Zbl 1441.62248
Bachoc, François; Betancourt, José; Furrer, Reinhard; Klein, Thierry
3
2020
Gaussian process optimization with failures: classification and convergence proof. Zbl 1472.60062
Bachoc, François; Helbert, Céline; Picheny, Victor
2
2020
Fixed-domain asymptotic properties of maximum composite likelihood estimators for Gaussian processes. Zbl 1441.62191
Bachoc, F.; Lagnoux, A.
2
2020
Gaussian field on the symmetric group: prediction and learning. Zbl 1443.60035
Bachoc, François; Broto, Baptiste; Gamboa, Fabrice; Loubes, Jean-Michel
1
2020
Approximating Gaussian process emulators with linear inequality constraints and noisy observations via MC and MCMC. Zbl 07240104
López-Lopera, Andrés F.; Bachoc, François; Durrande, Nicolas; Rohmer, Jérémy; Idier, Déborah; Roustant, Olivier
1
2020
Semi-parametric estimation of the variogram scale parameter of a Gaussian process with stationary increments. Zbl 1461.60019
Azaïs, Jean-Marc; Bachoc, François; Lagnoux, Agnès; Nguyen, Thi Mong Ngoc
1
2020
A supermartingale approach to Gaussian process based sequential design of experiments. Zbl 1428.62369
Bect, Julien; Bachoc, François; Ginsbourger, David
20
2019
Valid confidence intervals for post-model-selection predictors. Zbl 1419.62164
Bachoc, François; Leeb, Hannes; Pötscher, Benedikt M.
13
2019
Maximum likelihood estimation for Gaussian processes under inequality constraints. Zbl 1428.62420
Bachoc, François; Lagnoux, Agnès; López-Lopera, Andrés F.
7
2019
Composite likelihood estimation for a Gaussian process under fixed domain asymptotics. Zbl 1428.62419
Bachoc, François; Bevilacqua, Moreno; Velandia, Daira
5
2019
Sensitivity indices for independent groups of variables. Zbl 07316704
Broto, Baptiste; Bachoc, François; Depecker, Marine; Martinez, Jean-Marc
5
2019
Gaussian process-based dimension reduction for goal-oriented sequential design. Zbl 1436.62390
Ben Salem, Malek; Bachoc, François; Roustant, Olivier; Gamboa, Fabrice; Tomaso, Lionel
2
2019
Asymptotic analysis of covariance parameter estimation for Gaussian processes in the misspecified case. Zbl 1429.60035
Bachoc, François
17
2018
Finite-dimensional Gaussian approximation with linear inequality constraints. Zbl 1405.60047
López-Lopera, Andrés F.; Bachoc, François; Durrande, Nicolas; Roustant, Olivier
15
2018
Nested kriging predictions for datasets with a large number of observations. Zbl 1384.62246
Rullière, Didier; Durrande, Nicolas; Bachoc, François; Chevalier, Clément
13
2018
A Gaussian process regression model for distribution inputs. Zbl 1401.62106
Bachoc, François; Gamboa, Fabrice; Loubes, Jean-Michel; Venet, Nil
9
2018
On the post selection inference constant under restricted isometry properties. Zbl 1406.62074
Bachoc, François; Blanchard, Gilles; Neuvial, Pierre
4
2018
Cross-validation estimation of covariance parameters under fixed-domain asymptotics. Zbl 1378.62096
Bachoc, François; Lagnoux, Agnès; Nguyen, Thi Mong Ngoc
11
2017
Optimal configurations of lines and a statistical application. Zbl 1369.65028
Bachoc, François; Ehler, Martin; Gräf, Manuel
2
2017
Maximum likelihood estimation for a bivariate Gaussian process under fixed domain asymptotics. Zbl 1432.62165
Velandia, Daira; Bachoc, François; Bevilacqua, Moreno; Gendre, Xavier; Loubes, Jean-Michel
1
2017
Asymptotic properties of multivariate tapering for estimation and prediction. Zbl 1341.62263
Furrer, Reinhard; Bachoc, François; Du, Juan
12
2016
Hastings-Metropolis algorithm on Markov chains for small-probability estimation. Zbl 1334.60148
Bachoc, François; Bachouch, Achref; Lenôtre, Lionel
2
2015
Asymptotic analysis of the role of spatial sampling for covariance parameter estimation of Gaussian processes. Zbl 1280.62100
Bachoc, François
22
2014
Cross validation and maximum likelihood estimations of hyper-parameters of Gaussian processes with model misspecification. Zbl 1471.62021
Bachoc, François
42
2013
all top 5

Cited by 332 Authors

29 Bachoc, François
7 Furrer, Reinhard
7 Porcu, Emilio
6 Bevilacqua, Moreno
5 Lagnoux, Agnès
5 Roustant, Olivier
4 Alegria, Alfredo
4 Broto, Baptiste
4 Durrande, Nicolas
4 Ginsbourger, David
4 Kuchibhotla, Arun Kumar
4 López-Lopera, Andrés F.
4 Loubes, Jean-Michel
4 Rullière, Didier
3 Barbillon, Pierre
3 Binois, Mickaël
3 Brown, Lawrence David
3 Buja, Andreas
3 Faouzi, Tarik
3 Gamboa, Fabrice
3 George, Edward I.
3 Gramacy, Robert B.
3 Helbert, Céline
3 Picheny, Victor
3 Velandia, Daira
2 Agrell, Christian
2 Archetti, Francesco
2 Borgonovo, Emanuele
2 Candelieri, Antonio
2 Chevalier, Clément
2 Cousin, Areski
2 Depecker, Marine
2 Eidsvik, Jo
2 Garnier, Josselin
2 Gerber, Florian
2 Habbal, Abderrahmane
2 Karvonen, Toni
2 Klein, Thierry E.
2 Leeb, Hannes
2 Maatouk, Hassan
2 Martinez, Jean-Marc
2 Nguyen, Thi Mong Ngoc
2 Nordhausen, Klaus
2 Nychka, Douglas W.
2 Oates, Chris J.
2 Owhadi, Houman
2 Rabitti, Giovanni
2 Rinaldo, Alessandro
2 Stein, Michael L.
2 Steinberger, Lukas
2 Travelletti, Cédric
2 Wasserman, Larry Alan
2 Zhao, Linda
1 Acharki, Naoufal
1 Acosta, Jonathan
1 Adamek, Robert
1 Anyosa, Susan
1 Arnolds, Ines Verena
1 Asgharian, Masoud
1 Asher, Taylor G.
1 Auffray, Yves
1 Azaïs, Jean-Marc
1 Azzimonti, Dario
1 Baker, Evan
1 Baklouti, M.
1 Balaresque, Patricia
1 Banerjee, Debapratim
1 Bect, Julien
1 Ben Salem, Malek
1 Benavoli, Alessio
1 Berk, Richard A.
1 Bertoncello, Antoine
1 Betancourt, José
1 Blanchard, Gilles
1 Blanchet-Scalliet, Christophette
1 Cai, Junhui
1 Calvo-Jurado, Carmen
1 Cavoretto, Roberto
1 Challenor, Peter G.
1 Champagnat, Nicolas
1 Chataigner, Marc
1 Chen, Ji
1 Chen, Jialei
1 Chen, Xuemei
1 Chen, Yaqing
1 Chen, Yifan
1 Christianson, Ryan B.
1 Claeskens, Gerda
1 Cleanthous, Galatia
1 Clouvel, Laura
1 Cockayne, Jon
1 Cole, D. Austin
1 Congedo, Pietro Marco
1 Contal, Emile
1 Crepey, Stephane
1 Dai, Xiaowu
1 Damblin, Guillaume
1 Datta, Abhirup
1 De Oliveira, Victor
1 De Rossi, Alessandra
...and 232 more Authors
all top 5

Cited in 58 Serials

20 SIAM/ASA Journal on Uncertainty Quantification
10 The Annals of Statistics
9 Electronic Journal of Statistics
8 Journal of Multivariate Analysis
6 Computational Statistics and Data Analysis
5 Statistics and Computing
4 Journal of the American Statistical Association
4 Bernoulli
3 Journal of Computational Physics
3 Machine Learning
3 Journal of Global Optimization
3 Communications in Statistics. Theory and Methods
3 The Annals of Applied Statistics
3 Journal of Agricultural, Biological, and Environmental Statistics
2 Computer Methods in Applied Mechanics and Engineering
2 Information Sciences
2 Journal of Statistical Planning and Inference
2 Statistical Science
2 Computers & Operations Research
2 European Journal of Operational Research
2 Annals of Mathematics and Artificial Intelligence
2 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
2 Econometric Theory
2 Journal of Machine Learning Research (JMLR)
2 Mathematical Geosciences
2 Bayesian Analysis
1 The American Statistician
1 Applicable Analysis
1 Computers and Fluids
1 Mathematics of Computation
1 Annals of the Institute of Statistical Mathematics
1 Applied Mathematics and Computation
1 Automatica
1 International Statistical Review
1 Journal of Applied Probability
1 Journal of Econometrics
1 Mathematics and Computers in Simulation
1 Naval Research Logistics
1 Physica D
1 Probability Theory and Related Fields
1 Annals of Operations Research
1 Applied Mathematical Modelling
1 SIAM Journal on Optimization
1 Theory of Probability and Mathematical Statistics
1 Statistica Sinica
1 Advances in Computational Mathematics
1 The Journal of Fourier Analysis and Applications
1 INFORMS Journal on Computing
1 Journal of Nonparametric Statistics
1 Journal of Mathematical Chemistry
1 Statistical Methods and Applications
1 Optimization Letters
1 Discrete and Continuous Dynamical Systems. Series S
1 SIAM Journal on Financial Mathematics
1 Statistics Surveys
1 European Series in Applied and Industrial Mathematics (ESAIM): Proceedings and Surveys
1 Japanese Journal of Statistics and Data Science
1 SIAM Journal on Mathematics of Data Science

Citations by Year