Overall Objectives
Research Program
Application Domains
New Software and Platforms
New Results
Bilateral Contracts and Grants with Industry
Partnerships and Cooperations
XML PDF e-pub
PDF e-Pub


Publications of the year

Doctoral Dissertations and Habilitation Theses

E. Aamari.
Convergence Rates for Geometric Inference, Université Paris-Saclay, September 2017.

Articles in International Peer-Reviewed Journals

C. Lacour, P. Massart, V. Rivoirard.
Estimator selection: a new method with applications to kernel density estimation, in: Sankhya A, August 2017, vol. 79, no 2, pp. 298 - 335, [ DOI : 10.1007/s13171-017-0107-5 ]
E. Simon-Loriere, V. Duong, A. Tawfik, S. Ung, S. Ly, I. Casademont, M. Prot, N. Courtejoie, K. Bleakley, P. Buchy, A. Tarantola, P. Dussart, T. Cantaert, A. Sakuntabhai.
Increased adaptive immune responses and proper feedback regulation protect against clinical dengue, in: Science Translational Medicine, August 2017, vol. 9, no 405, eaal5088 p, [ DOI : 10.1126/scitranslmed.aal5088 ]

Invited Conferences

J.-P. Baudry, G. Celeux.
Assessing model-based clustering methods with cytometry data sets, in: IFCS 2017 - Conference of the International Federation of Classification Societies, Tokyo, Japan, August 2017.

International Conferences with Proceedings

C. Keribin, G. Celeux, V. Robert.
The Latent Block Model: a useful model for high dimensional data, in: ISI 2017 - 61st world statistics congress, Marrakech, Morocco, July 2017, pp. 1-6.

Conferences without Proceedings

V. Brault, A. Channarond, V. Robert.
Généralisation de l'algorithme Largest Gaps pour le modèle des blocs latents non-paramétrique, in: 49èmes Journées de Statistique, Avignon, France, May 2017.
V. Brault, C. Keribin, M. Mariadassou.
Équivalence asymptotique des vraisemblances observée et complète dans le modèle de blocs latents, in: XXIV èmes Rencontres de la Société Francophone de Classification, Lyon, France, Société Francophone de Classification, June 2017.

Other Publications

E. Aamari, J. Kim, F. Chazal, B. Michel, A. Rinaldo, L. Wasserman.
Estimating the Reach of a Manifold, May 2017, - working paper or preprint.
E. Aamari, C. Levrard.
Non-Asymptotic Rates for Manifold, Tangent Space, and Curvature Estimation, April 2017, - working paper or preprint.
E. Aamari, C. Levrard.
Stability and Minimax Optimality of Tangential Delaunay Complexes for Manifold Reconstruction, November 2017, - working paper or preprint.
S. Arlot.
Cross-validation, March 2017, - working paper or preprint.
S. Arlot.
Tutorial on statistical learning, March 2017, working paper or preprint.
V. Brault, C. Keribin, M. Mariadassou.
Consistency and Asymptotic Normality of Latent Blocks Model Estimators, April 2017, working paper or preprint.
N. El Haouij, J.-M. Poggi, R. E. Ghozi, S. Sevestre-Ghalila, M. Jaïdane.
Random Forest-Based Approach for Physiological Functional Variable Selection: Towards Driver's Stress Level Classification, January 2017, working paper or preprint.
J.-L. Foulley, G. Celeux, J. Josse.
Empirical Bayes approaches to PageRank type algorithms for rating scientific journals, June 2017, working paper or preprint.
G. Maillard, S. Arlot, M. Lerasle.
Cross-validation improved by aggregation: Agghoo, September 2017, - working paper or preprint.
V. Robert, Y. Vasseur.
Comparing high dimensional partitions with the Coclustering Adjusted Rand Index, May 2017, working paper or preprint.