28 results  save search


...
hal-01351088v4  Journal articles
Julien BectFrançois BachocDavid 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-01980587v1  Journal articles
François BachocFabrice GamboaJean-Michel LoubesNil 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
...
cea-02382795v1  Journal articles
François BachocKarim AmmarJean-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⟩
...
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-01450002v2  Journal articles
François BachocFabrice GamboaJean-Michel LoubesNil 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-01864332v1  Journal articles
Andrés F. López-LoperaFrançois BachocNicolas DurrandeOlivier 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 BachocGilles BlanchardPierre 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⟩