Bibliographie TAMIS

Journaux

Baldi, P., Kerkyacharian, G., Marinucci, D., and Picard, D. (2008). High frequency asymptotics for wavelet-based tests for Gaussianity and isotropy on the torus. Journal of Multivariate Analysis, 99(4), 606–636.
Baldi, P., Kerkyacharian, G., Marinucci, D., and Picard, D. (2009). Adaptive density estimation for directional data using needlets. The Annals of Statistics, 37(6A), 3362–3395.
Bickel, P. J., Ritov, Y., and Tsybakov, A. B. (2009). Simultaneous analysis of lasso and Dantzig selector. Ann. Statist., 37(4), 1705–1732.
Baldi, P., Kerkyacharian, G., Marinucci, D., and Picard, D. (2009). Asymptotics for spherical needlets. Ann. Statist., 37(3), 1150–1171.
Baldi, P., Kerkyacharian, G., Marinucci, D., and Picard, D. (2009). Subsampling needlet coefficients on the sphere. Bernoulli, 15(2), 438–463.
Boucheron, S., Garivier, A., and Gassiat, E. (2009). Coding over Infinite Alphabets. IEEE Trans. Inform. Theory, 55, 358–373.
Boucheron, S. and Gassiat, E. (2009). Another Bernstein-Von Mises theorem for discrete probability distributions. Electronic Journal on Statistics, 3, 114-148
Boucheron, S., Lugosi, G., and Massart, P. (2009). On concentration of self-bounding functions. Electronic Journal of Probability, 14, 1884–1899.
Boucheron, S. and Massart, P. (2010, March). A high dimensional Wilks phenomenon. Probab. Theory and Related Fields. online.
Clémencon, S., Lugosi, G., and Vayatis, N. (2008). Ranking and empirical minimization of U-statistics. The Annals of Statistics, 36(2), 844–874.
Clémencon, S. and Vayatis, N. (2007). Ranking the Best Instances. J. Mach. Learn. Res., 8, 2671–2699.
Clémencon, S. and Vayatis, N. (2010). Overlaying classifiers: a practical approach for optimal ranking. Constructive Approximation. Springerlink Online
Dalalyan, A. and Tsybakov, A. (2008). Aggregation by exponential weighting, sharp PAC-Bayesian bounds and sparsity. Machine Learning, 72(1-2), 39–61.
Ingster, Y. I., Pouet, C., and Tsybakov, A. B. (2009, November). Classification of sparse high-dimensional vectors. Physical and Engineering Sciences, 367(1906), 4427–4448.
Juditsky, A. B., Lepski, O. V., and Tsybakov, A. B. (2009, Jun). Nonparametric estimation of composite functions. Annals of Statistics, 37(3), 1360–1404.
Kerkyacharian, Gerard, Kyriazis, George, Le, Pennec, r. w. a. n., Petrushev, Pencho, and Picard, Dominique (2010, January). Inversion of noisy Radon transform by SVD based needlets. Applied and Computational Harmonic Analysis, 28(1), 24–45.
Kerkyacharian, G., Petrushev, P., Picard, D., and Xu, Y. (2009). Decomposition of Triebel-Lizorkin and Besov spaces in the context of Laguerre expansions. J. Funct. Anal., 256(4), 1137–1188.
Liva, S., Hupé, P., Neuvial, P., Brito, I., Viara, E., La Rosa, P., and Barillot, E. (2006, Jul). CAPweb: a bioinformatics CGH array Analysis Platform.. Nucleic Acids Res, 34(Web Server issue), 477–481.
La Rosa, P., Viara, E., Hupé, P., Pierron, G., Liva, S., Neuvial, P., Brito, I., Lair, S., Servant, N., Robine, N., Manié, E., Brennetot, C., Janoueix-Lerosey, I., Raynal, V., Gruel, N., Rouveirol, C., Stransky, N., Stern, M.-H., Delattre, O., Aurias, A., Radvanyi, F., and Barillot, E. (2006, Sep). VAMP: visualization and analysis of array-CGH, transcriptome and other molecular profiles.. Bioinformatics, 22(17), 2066–2073.
Marinucci, D., Pietrobon, D., Balbi, A., Baldi, P., Cabella, P., Kerkyacharian, G., Natoli, P., Picard, D., Vittorio, and N. (2008, January). Spherical needlets for cosmic microwave background data analysis. Monthly Notices of the Royal Astronomical Society, 383(2), 539–545.
Neuvial, P., Hupé, P., Brito, I., Liva, S., Manié, E., Brennetot, C., Radvanyi, F., Aurias, A., and Barillot, E. (2006, May). Spatial normalization of array-CGH data.. BMC Bioinformatics, 7(1), 264.
Elati, M., Neuvial, P., Bolotin-Fukuhara, M., Barillot, E., Radvanyi, F., and Rouveirol, C. (2007). LICORN: learning cooperative regulation networks from gene expression data. Bioinformatics, 23(18), 2407.
Neuvial, P. (2008). Asymptotic Properties of False Discovery Rate Controlling Procedures Under Independence. Electronic Journal of Statistics, 2, 1065–1110.
Rebafka, T., Clémencon, S., and Feinberg, M. (2007). Bootstrap-based tolerance intervals for application to method validation. Chemometrics and Intelligent Laboratory Systems, 89(2), 69–81.

Actes de conférences

Bertail, P., Clémencon, S., and Vayatis, N. (2008). On bootstrapping the ROC curve. Proc. of NIPS 08.
Clémencon, S. and Vayatis, N. (2008). Tree-structured ranking rules and approximation of the optimal ROC curve. In Algorithmic learning theory”08 22-37.
Dalalyan, A. and Tsybakov, A. B. (2007). Aggregation by exponential weighting and sharp oracle inequalities.. Proceedings of the 20th Annual Conference on Learning Theory (COLT 2007), Lecture Notes in Artificial Intelligence, 4539, 97–111.
Lounici, K., Tsybakov, A. B., Pontil, M., and van de Geer, S. A. (2009). Taking advantage of sparsity in multi-task learning. In Proceedings of COLT 2009.

Mémoires, Dissertations doctorales

Durand, G., Szigeti H., Nouedoui L., et Chaplais C.(2010) PRIM2: an Extension of the PRIM Algorithm to Support Smarter Manufacturing for Sustainable Development. Intercim-Pertinence. Manuscrit.
Kubicki, P. (2008, Septembre). Régions de très bonnes pratiques dans un contexte de classification binaire. Mémoire de Master. Université Paris-Sud et Intercim-Pertinence. Projet TAMIS.
Nouedoui, L. (2009, Octobre) Mémoire de Master. Université Paris-Dauphine et Intercim-Pertinence. Projet TAMIS.
Neuvial, P. (2008, September). Contributions à l”analyse statistique des données de puces à ADN. Thèse Université Paris-Diderot.