Bibliography

Publications of the year

Doctoral Dissertations and Habilitation Theses

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

Articles in International Peer-Reviewed Journals

• 2C. Lacour, P. Massart, V. Rivoirard.
  
  Estimator selection: a new method with applications to kernel density estimation, in: Sankhya A, August 2017, vol. 79, n^o 2, pp. 298 - 335, https://arxiv.org/abs/1607.05091. [ DOI : 10.1007/s13171-017-0107-5 ]
  
  https://hal.archives-ouvertes.fr/hal-01346081
• 3E. 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, n^o 405, eaal5088 p, https://arxiv.org/abs/1712.05692. [ DOI : 10.1126/scitranslmed.aal5088 ]
  
  https://hal.inria.fr/hal-01656594

Invited Conferences

• 4J.-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

• 5C. 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

• 6V. 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
• 7V. 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

• 8E. 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
• 9E. 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
• 10E. 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
• 11S. Arlot.
  
  Cross-validation, March 2017, https://arxiv.org/abs/1703.03167 - working paper or preprint.
  
  https://hal.archives-ouvertes.fr/hal-01485508
• 12S. Arlot.
  
  Tutorial on statistical learning, March 2017, working paper or preprint.
  
  https://hal.archives-ouvertes.fr/hal-01485506
• 13V. 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
• 14N. 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
• 15J.-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
• 16G. 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
• 17V. 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