14 citations · 26 across the 2 of their papers we have counts for
Showing math.STShow all
2 papers · 1 filter
math.ST2008★ 14 cited
Adaptive complexity regularization for linear inverse problems
Jean-Michel Loubes, Carenne Ludeña
We tackle the problem of building adaptive estimation procedures for ill-posed inverse problems. For general regularization methods depending on tuning parameters, we construct a p…
math.ST2007★ 12 cited
Adaptive estimation of linear functionals by model selection
Béatrice Laurent, Carenne Ludeña, Clémentine Prieur
We propose an estimation procedure for linear functionals based on Gaussian model selection techniques. We show that the procedure is adaptive, and we give a non asymptotic oracle…