Adrian Barbu

activity

20092024

most citedRENOIR - A Dataset for Real Low-Light Image Noise Reduction

234 citations · 548 across the 25 of their papers we have counts for

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Showing 2009Show all

2 papers · 1 filter

stat.ML2009★ 1 cited

Dimension reduction and variable selection in case control studies via regularized likelihood optimization

Florentina Bunea, Adrian Barbu

Dimension reduction and variable selection are performed routinely in case-control studies, but the literature on the theoretical aspects of the resulting estimates is scarce. We b…

math.ST2009★ 32 cited

SPADES and mixture models

Florentina Bunea, Alexandre B. Tsybakov, Marten H. Wegkamp +1

This paper studies sparse density estimation via $ℓ_{1}$ penalization (SPADES). We focus on estimation in high-dimensional mixture models and nonparametric adaptive density estima…