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		Sort  Relevance  Author A→Z  Author Z→A  Title A→Z  Title Z→A  Date de publication croissante  Date de publication décroissante  Date de dépôt croissante  Date de dépôt décroissante Number 30 results per page 50 results per page 100 results per page × Merci d'indiquer la raison de votre demande Annuler Envoyer la demande  Tools  o  Export XML-TEI BibTeX EndNote CSV PDF RTF  Advanced export...  Syndicated feeds RSS ATOM
	hal-01802830v3  Preprints, Working Papers, ... Jean-Marc Azaïs, François Bachoc, Agnès Lagnoux, Thi Mong Ngoc Nguyen. Semi-parametric estimation of the variogram of a Gaussian process with stationary increments 2020
	hal-01351088v4  Journal articles Julien Bect, François Bachoc, David Ginsbourger. A supermartingale approach to Gaussian process based sequential design of experiments Bernoulli, Bernoulli Society for Mathematical Statistics and Probability, In press, ⟨10.3150/18-bej1074⟩
	hal-01845283v2  Preprints, Working Papers, ... François Bachoc, Moreno Bevilacqua, Daira Velandia. Composite likelihood estimation for a Gaussian process under fixed domain asymptotics 2018
	hal-01294547v1  Preprints, Working Papers, ... Velandia Daira, François Bachoc, Bevilacqua Moreno, Gendre Xavier, Jean-Michel Loubes. Maximum likelihood estimation for a bivariate Gaussian process under fixed domain asymptotics 2016
	hal-01980587v1  Journal articles François Bachoc, Fabrice Gamboa, Jean-Michel Loubes, Nil Venet. A Gaussian Process Regression Model for Distribution Inputs IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, 2018, 64 (10), pp.6620-6637
	hal-02388266v1  Preprints, Working Papers, ... François Bachoc, José Bétancourt, Reinhard Furrer, Thierry Klein. Asymptotic properties of the maximum likelihood and cross validation estimators for transformed Gaussian processes 2019
	hal-01998724v2  Preprints, Working Papers, ... José Betancourt, François Bachoc, Thierry Klein, Déborah Idier, Rodrigo Pedreros et al.  Gaussian process metamodeling of functional-input code for coastal flood hazard assessment 2019
	hal-01561747v1  Preprints, Working Papers, ... François Bachoc, Nicolas Durrande, Didier Rullière, Clément Chevalier. Some properties of nested Kriging predictors 2017
	cea-02382795v1  Journal articles François Bachoc, Karim Ammar, Jean-Marc Martinez. Improvement of code behavior in a design of experiments by metamodeling Nuclear Science and Engineering, Academic Press, 2016, 183 (3), pp.387-406. ⟨10.13182/NSE15-108⟩
	hal-02104840v1  Preprints, Working Papers, ... Andrés F. López-Lopera, François Bachoc, Nicolas Durrande, Olivier Roustant. Approximating Gaussian Process Emulators with Linear Inequality Constraints and Noisy Observations via MC and MCMC 2019
	hal-01864340v1  Preprints, Working Papers, ... François Bachoc, Agnès Lagnoux, Andrés F. López-Lopera. Maximum likelihood estimation for Gaussian processes under inequality constraints 2018
	hal-01688329v2  Preprints, Working Papers, ... Malek Ben Salem, François Bachoc, Olivier Roustant, Fabrice Gamboa, Lionel Tomaso. Sequential dimension reduction for learning features of expensive black-box functions 2019
	hal-01772560v1  Preprints, Working Papers, ... François Bachoc, Agnès Lagnoux, Andrés F. López-Lopera. Maximum likelihood estimation for Gaussian processes under inequality constraints 2018
	tel-01940281v1  Habilitation à diriger des recherches François Bachoc. Contributions aux processus gaussiens, à la quantification d'incertitudes et à l’inférence post-sélection de modèle Statistiques [math.ST]. Université Toulouse 3 - Paul Sabatier; Institut de mathématiques de toulouse, 2018
	hal-02276949v1  Conference papers Chafik Samir, Jean-Michel Loubes, Anne-Françoise Yao, François Bachoc. Learning a Gaussian Process Model on the Riemannian Manifold of Non-decreasing Distribution Functions 16th Pacific Rim International Conference on Artificial Intelligence, Aug 2019, Cuvu, Fiji. ⟨10.1007/978-3-030-29911-8_9⟩
	hal-01680687v3  Preprints, Working Papers, ... Baptiste Broto, François Bachoc, Marine Depecker, Jean-Marc Martinez. Sensitivity indices for independent groups of variables 2019
	hal-01345959v3  Journal articles Didier Rullière, Nicolas Durrande, François Bachoc, Clément Chevalier. Nested Kriging predictions for datasets with large number of observations Statistics and Computing, Springer Verlag (Germany), 2018, 28 (4), pp.849-867. ⟨10.1007/s11222-017-9766-2⟩
	emse-01576391v1  Journal articles Didier Rullière, Nicolas Durrande, François Bachoc, Clément Chevalier. Nested Kriging predictions for datasets with a large number of observations Statistics and Computing, Springer Verlag (Germany), 2017, pp 1-19. ⟨10.1007/s11222-017-9766-2⟩
	hal-02196583v2  Preprints, Working Papers, ... Baptiste Broto, François Bachoc, Laura Clouvel, Jean-Marc Martinez. Block-diagonal covariance estimation and application to the Shapley effects in sensitivity analysis 2020
	hal-01731251v5  Preprints, Working Papers, ... François Bachoc, Baptiste Broto, Fabrice Gamboa, Jean-Michel Loubes. Gaussian Processes indexed on the symmetric group: prediction and learning 2020
	hal-01450002v2  Journal articles François Bachoc, Fabrice Gamboa, Jean-Michel Loubes, Nil Venet. A Gaussian Process Regression Model for Distribution Inputs IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, 2018, 64 (10), pp.6620 - 6637
	hal-01962010v2  Preprints, Working Papers, ... Baptiste Broto, François Bachoc, Marine Depecker. Variance reduction for estimation of Shapley effects and adaptation to unknown input distribution 2020
	hal-01267398v1  Journal articles François Bachoc, Reinhard Furrer. On the smallest eigenvalues of covariance matrices of multivariate spatial processes Stat, John Wiley & Sons, 2016, 5 (1), pp.102-107. ⟨10.1002/sta4.107⟩
	hal-01864332v1  Journal articles Andrés F. López-Lopera, François Bachoc, Nicolas Durrande, Olivier Roustant. Finite-dimensional Gaussian approximation with linear inequality constraints SIAM/ASA Journal on Uncertainty Quantification, ASA, American Statistical Association, 2018, 6 (3), pp.1224-1255. ⟨10.1137/17M1153157⟩
	hal-01772538v2  Journal articles François Bachoc, Gilles Blanchard, Pierre Neuvial. On the Post Selection Inference constant under Restricted Isometry Properties Electronic journal of statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2018, ⟨10.1214/18-ejs1490⟩
	hal-01216697v1  Preprints, Working Papers, ... François Bachoc, Jean-Marc Martinez, Karim Ammar. Improvement of code behaviour in a design of experiments by metamodeling 2015
	hal-01962294v1  Preprints, Working Papers, ... François Bachoc, Marc G. Genton, Klaus Nordhausen, Anne Ruiz-Gazen, Joni Virta. Spatial Blind Source Separation 2018
	hal-02100819v2  Journal articles François Bachoc, Céline Helbert, Victor Picheny. Gaussian process optimization with failures: classification and convergence proof Journal of Global Optimization, Springer Verlag, In press
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