Stéphane Girard Senior research scientist at Inria Grenoble Rhône-Alpes.

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Home Publications Working papers Communications Software PhD students Projects Dissemination

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This page lists my papers submitted for publication. If you are interested by published papers, please select one of these topics Statistics of extremes, High dimensional statistical learning, Functional estimation or Applications of statistics. Conference papers, with (sometimes) the associated slides are listed in the communications page.

 
S. Girard & C. Pakzad. "Functional Extreme-PLS", pdf.

J. El-methni, S. Girard, J. Legrand, G. Stupfler & A. Usseglio-Carleve, "Four contemporary problems in extreme value analysis", pdf.

M. Allouche, S. Girard & E. Gobet, "On the simulation of extreme events with neural networks", pdf.

S. Girard, E. Gobet & J. Pachebat, "Deep generative modeling of multivariate dependent extremes", pdf.

T. Rahier, S. Marié, S. Girard & F. Forbes, "Fast Bayesian network structure learning using quasi-determinism screening", pdf.

C. Amblard, S. Girard & L. Menneteau, "Bivariate copulas defined from matrices", pdf.

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