ANR Prognostic
Point pROcess: learninG, NOnparametric STatistics and appliCations
Pour les membres
La phrase à mettre dans vos publications est la suivante :
This work is supported by French Agence Nationale de la Recherce (ANR) ANR Grant ANR-09-JCJC-0101-01
Prépublications de l'équipe
- O. Bouaziz, S. Geffray, O. Lopez. Semiparametric inference for the recurrent event process by means of a single-index model. (fichier pdf)
- S. Gaïffas, G. Lecué. Weighted algorithms for compressed sensing and matrix completion. Submitted (fichier pdf) [lien arXiv]
- O. Lopez, P. Saint-Pierre. Bivariate censored regression relying on a new estimator of the joint distribution function. (fichier pdf)
- G. Lecué, S. Mendelson. A remark on non-exact oracle inequalities with applications to high-dimensional data analysis. Submitted (fichier pdf)
- S. Gaïffas, A. Guilloux. High-dimensional additive hazard models and the Lasso. Submitted (fichier pdf) [lien arXiv]
- S. Gaïffas, G. Lecué. Sharp oracle inequalities for the prediction of a high dimensional noisy matrix. accepted for publication in IEEE Transactions on Information Theory (fichier pdf) [lien arXiv]
- S. Delattre, S. Gaïffas. Nonparametric regression with martingale increment errors. accepted for publication in Stochastic Processes and their Applications (fichier pdf) [lien arXiv]
- S. Gaïffas, G. Lecué. Hyper-sparse optimal aggregation. Journal of Machine Learning Research 12 (2011) 1813-1833 (fichier pdf) [lien arXiv]
- S. Gaïffas, A. Guilloux. Learning and adaptive estimation for marker-dependent counting processes. (fichier pdf) [lien arXiv]
- F. Comte, S. Gaïffas, A. Guilloux. Adaptive estimation of the conditional intensity of marker-dependent counting processes. accepted for publication in Annales de l'Institut Henri Poincaré (B) Probability and Statistics (fichier pdf) [lien arXiv]
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