Personnel
Overall Objectives
Research Program
Application Domains
New Software and Platforms
New Results
Bilateral Contracts and Grants with Industry
Partnerships and Cooperations
Dissemination
Bibliography
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Bibliography

Publications of the year

Doctoral Dissertations and Habilitation Theses

[1]
E. Aamari.
Convergence Rates for Geometric Inference, Université Paris-Saclay, September 2017.
https://hal.inria.fr/tel-01607782

Articles in International Peer-Reviewed Journals

[2]
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, https://arxiv.org/abs/1607.05091. [ DOI : 10.1007/s13171-017-0107-5 ]
https://hal.archives-ouvertes.fr/hal-01346081
[3]
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, https://arxiv.org/abs/1712.05692. [ DOI : 10.1126/scitranslmed.aal5088 ]
https://hal.inria.fr/hal-01656594

Invited Conferences

[4]
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.
https://hal.inria.fr/hal-01649085

International Conferences with Proceedings

[5]
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.
https://hal.inria.fr/hal-01658589

Conferences without Proceedings

[6]
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.
https://hal.archives-ouvertes.fr/hal-01510984
[7]
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.
https://hal.archives-ouvertes.fr/hal-01510994

Other Publications

[8]
E. Aamari, J. Kim, F. Chazal, B. Michel, A. Rinaldo, L. Wasserman.
Estimating the Reach of a Manifold, May 2017, https://arxiv.org/abs/1705.04565 - working paper or preprint.
https://hal.archives-ouvertes.fr/hal-01521955
[9]
E. Aamari, C. Levrard.
Non-Asymptotic Rates for Manifold, Tangent Space, and Curvature Estimation, April 2017, https://arxiv.org/abs/1705.00989 - working paper or preprint.
https://hal.archives-ouvertes.fr/hal-01516032
[10]
E. Aamari, C. Levrard.
Stability and Minimax Optimality of Tangential Delaunay Complexes for Manifold Reconstruction, November 2017, https://arxiv.org/abs/1512.02857 - working paper or preprint.
https://hal.archives-ouvertes.fr/hal-01245479
[11]
S. Arlot.
Cross-validation, March 2017, https://arxiv.org/abs/1703.03167 - working paper or preprint.
https://hal.archives-ouvertes.fr/hal-01485508
[12]
S. Arlot.
Tutorial on statistical learning, March 2017, working paper or preprint.
https://hal.archives-ouvertes.fr/hal-01485506
[13]
V. Brault, C. Keribin, M. Mariadassou.
Consistency and Asymptotic Normality of Latent Blocks Model Estimators, April 2017, working paper or preprint.
https://hal.archives-ouvertes.fr/hal-01511960
[14]
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.
https://hal.archives-ouvertes.fr/hal-01426752
[15]
J.-L. Foulley, G. Celeux, J. Josse.
Empirical Bayes approaches to PageRank type algorithms for rating scientific journals, June 2017, working paper or preprint.
https://hal.inria.fr/hal-01535134
[16]
G. Maillard, S. Arlot, M. Lerasle.
Cross-validation improved by aggregation: Agghoo, September 2017, https://arxiv.org/abs/1709.03702 - working paper or preprint.
https://hal.archives-ouvertes.fr/hal-01585595
[17]
V. Robert, Y. Vasseur.
Comparing high dimensional partitions with the Coclustering Adjusted Rand Index, May 2017, working paper or preprint.
https://hal.inria.fr/hal-01524832