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recherche:index

The resarch themes of the statistics team are related to adaptive estimation. Since the foundation of the group in 1999, great efforts have been dedicated to the development of wavelet methods.

A non-exhaustive list of current research topics

Wavelet methods

  • Needlets
  • Application of needlets to inverse problems (needSVD)
  • Wavelets on the sphere and Cosmic Microwave Background

Multiple testing

  • Controlling the FDR, beyond the Benjamini-Hochberg procedure
  • Testing in Graphical models

Learning theory and data mining

  • Pac-bayesian theory
  • Algorithms

Model selection

  • Penalization
  • Thresholding
  • Aggregation
  • Sparsity

Concentration inequalities

  • Functional inequalities
  • Moment inequalities

Bayesian inference

  • Non-parametric Bayes inference
  • Semi-parametric Bayes inference
  • Bernstein-Von Mises theorems

Frontiers

  • Source coding
  • Extreme value
/var/www/wikis/stats/data/pages/recherche/index.txt · Dernière modification: 2012/12/23 19:37 par boucheron