- statistical learning
- high-dimensional inference, sparsity, model selection procedures
- nonparametric curve estimation and related problems
- wavelets in statistics

- Associate Editor,
*Electronic Journal of Statistics*, 2007-2021 - Associate Editor,
*Annals of Statistics*, 2007-2009

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