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Bibliography

Publications of the year

Articles in International Peer-Reviewed Journals

  • 1S. Arlot, R. Genuer.

    Comments on: "A Random Forest Guided Tour" by G. Biau and E. Scornet, in: Test, 2016, vol. 25, no 2, pp. 228–238, The final publication is available at Springer: http://dx.doi.org/10.1007/s11749-016-0484-4. [ DOI : 10.1007/s11749-016-0484-4 ]

    https://hal.archives-ouvertes.fr/hal-01297557
  • 2G. Biau, K. Bleakley, B. Cadre.

    The Statistical Performance of Collaborative Inference, in: Journal of Machine Learning Research, 2016.

    https://hal.archives-ouvertes.fr/hal-01170254
  • 3F. Chazal, P. Massart, B. Michel.

    Rates of convergence for robust geometric inference, in: Electronic journal of statistics , 2016, vol. 10, no 2, 44 p.

    https://hal.inria.fr/hal-01336913
  • 4C. Lacour, P. Massart.

    Minimal penalty for Goldenshluger-Lepski method, in: Stochastic Processes and their Applications, December 2016, vol. 126, no 12, pp. 3774–3789. [ DOI : 10.1016/j.spa.2016.04.015 ]

    https://hal.archives-ouvertes.fr/hal-01121989

International Conferences with Proceedings

  • 5M. Mariadassou, V. Brault, C. Keribin.

    Normalité asymptotique de l’estimateur du maximum de vraisemblance dans le modèle de blocs latents, in: 48èmes Journées de Statistique de la SFdS, Montpellier, France, 48èmes Journées de Statistique de la SFdS, May 2016.

    https://hal.inria.fr/hal-01440084

Conferences without Proceedings

  • 6J.-P. Baudry, G. Celeux.

    What does ICL tell us about homogeneity for Model-Based Clustering?, in: Workshop on Model-Based Clustering and Classification, Catane, Italy, Salvatore Ingrassia, September 2016.

    https://hal.inria.fr/hal-01437468
  • 7G. Celeux, A. White, J. Wyse.

    Comparing EM with a greedy search algorithm to optimize ICL for Poisson mixture models , in: Worshop on Model-Based Clustering, Paris, France, July 2016.

    https://hal.inria.fr/hal-01437459

Other Publications