EN FR
EN FR


Bibliography

Publications of the year

Articles in International Peer-Reviewed Journals

  • 1G. Celeux, C. Maugis-Rabusseau, M. Sedki.

    Variable selection in model-based clustering and discriminant analysis with a regularization approach, in: Advances in Data Analysis and Classification, 2018. [ DOI : 10.1007/s11634-018-0322-5 ]

    https://hal.inria.fr/hal-01053784
  • 2F. Ducros, P. Pamphile.

    Bayesian estimation of Weibull mixture in heavily censored data setting, in: Reliability Engineering and System Safety, December 2018.

    https://hal.archives-ouvertes.fr/hal-01645618
  • 3S. Fourati, A. Talla, M. Mahmoudian, J. Burkhart, R. Klén, R. Henao, T. Yu, Z. Aydın, K. Y. Yeung, M. E. Ahsen, R. Almugbel, S. Jahandideh, X. Liang, T. Nordling, M. Shiga, A. Stanescu, R. Vogel, G. Pandey, C. Chiu, M. McClain, C. Woods, G. Ginsburg, L. Elo, E. Tsalik, L. Mangravite, S. Sieberts, K. Bleakley.

    A crowdsourced analysis to identify ab initio molecular signatures predictive of susceptibility to viral infection, in: Nature Communications, December 2018, vol. 9, no 1.

    https://hal.inria.fr/hal-01960254
  • 4D. Garreau, S. Arlot.

    Consistent change-point detection with kernels, in: Electronic journal of statistics , December 2018, vol. 12, no 2, pp. 4440-4486, https://arxiv.org/abs/1612.04740.

    https://hal.archives-ouvertes.fr/hal-01416704
  • 5F. Le Billan, L. Amazit, K. Bleakley, Q.-Y. Xue, E. Pussard, C. Lhadj, P. Kolkhof, S. Viengchareun, J. Fagart, M. Lombes.

    Corticosteroid receptors adopt distinct cyclical transcriptional signatures, in: FASEB Journal, October 2018, vol. 32, no 10, pp. 5626-5639.

    https://hal.inria.fr/hal-01960262
  • 6I. Nikolayeva, P. Bost, I. Casademont, V. Duong, F. Koeth, M. Prot, U. Czerwinska, S. Ly, K. Bleakley, T. Cantaert, P. Dussart, P. Buchy, E. Simon-Loriere, A. Sakuntabhai, B. Schwikowski.

    A Blood RNA Signature Detecting Severe Disease in Young Dengue Patients at Hospital Arrival, in: Journal of Infectious Diseases, June 2018, vol. 217, no 11, pp. 1690-1698. [ DOI : 10.1093/infdis/jiy086 ]

    https://hal.inria.fr/hal-01960247
  • 7L. Raynal, J.-M. Marin, P. Pudlo, M. Ribatet, C. Robert, A. Estoup, O. Stegle.

    ABC random forests for Bayesian parameter inference, in: Bioinformatics, October 2018.

    https://hal.archives-ouvertes.fr/hal-01961126

Invited Conferences

International Conferences with Proceedings

  • 9F. Chazal, V. Divol.

    The density of expected persistence diagrams and its kernel based estimation, in: Symposium of Computational Geometry (SoCG 2018), Budapest, Hungary, June 2018, Extended version of a paper to appear in the proceedings of the Symposium of Computational Geometry 2018.

    https://hal.archives-ouvertes.fr/hal-01716181

Conferences without Proceedings

  • 10C. Biernacki, B. Auder, G. Celeux, J. Demont, F. Langrognet, V. Kubicki, C. Poli, J. Renault.

    MASSICCC: A SaaS Platform for Clustering and Co-Clustering of Mixed Data, in: Workshop MixStatSeq: “Mixture models: Theory and applications”, Paris, France, June 2018.

    https://hal.archives-ouvertes.fr/hal-01949175
  • 11C. Biernacki, G. Celeux, J. Josse, F. Laporte.

    Dealing with missing data in model-based clustering through a MNAR model, in: CMStatistics 2018 - 11th International Conference of the ERCIM WG on Computational and Methodological Statistics, Pise, Italy, December 2018.

    https://hal.archives-ouvertes.fr/hal-01949120
  • 12C. Keribin, C. Biernacki.

    Co-clustering: A versatile way to perform clustering in high dimension, in: The 11th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2018), Pise, Italy, December 2018.

    https://hal.archives-ouvertes.fr/hal-01949116

Scientific Books (or Scientific Book chapters)

Internal Reports

  • 18Y. Auffray.

    A variational interpretation of classification EM, Dassault Aviation, September 2018.

    https://hal.inria.fr/hal-01882980
  • 19M. Lerasle, Z. Szabó, T. Mathieu, G. Lecué.

    MONK – Outlier-Robust Mean Embedding Estimation by Median-of-Means, CNRS / LMO - Laboratoire de Mathématiques d'Orsay, Orsay ; Ecole Polytechnique (Palaiseau, France) ; Laboratoire de Mathématiques d'Orsay ; ENSAE ParisTech ; Inria Saclay, équipe SELECT, October 2018.

    https://hal.archives-ouvertes.fr/hal-01705881

Other Publications