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Dominique Bontemps, MCF
Université Paul Sabatier Institut de Mathématiques de Toulouse 118 route de Narbonne F-31062 Toulouse Cedex 9 E-mail: dominique dot bontemps at math.univ-toulouse.fr Office: Bureau 219, Bât. 1R1 Phone: (+33) 5 61 55 6446  Ma page en français!
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Introduction
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I got my Ph.D. under the direction of Elisabeth Gassiat. The manuscrit, available here, brings developments of the Bayesian Statistics in infinite or increasing dimension, and the discrete Statistics.
- Mathematical Statistics
- Information Theory
- Bayesian Statistics (with a frequentist point of view)
Research fields:
Publications
- Redondance bayésienne et minimax, Sources stationnaires sans mémoire en alphabet infini (masterthesis).
- Universal Coding on Infinite Alphabets: Exponentially Decreasing Envelopes (published by IEEE Transactions on Information Theory, 2011, vol 57, n 3, pp 1466-1478).
- Bernstein von Mises Theorems for Gaussian Regression with increasing number of regressors (published by Annals of Statistics, 2011, vol 39, n 5, pp 2557-2584).
- Clustering and variable selection for categorical multivariate data, in collaboration with Wilson Toussile (published by Electronic Journal of Statistics, 2013, vol 7, pp 2344-2371).
- About Adaptive Coding on Countable Alphabets, in collaboration with Stéphane Boucheron and Elisabeth Gassiat (published by IEEE Transactions on Information Theory, 2014, vol 60, n 2, pp 808-821).
- Bayesian methods for the Shape Invariant Model, in collaboration with Sébastien Gadat (published by Electronic Journal of Statistics, 2014, vol 8, No. 1, pp. 1522-1568).