SPADES and mixture models

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

This paper studies sparse density estimation via ${\ell }_1$ penalization (SPADES). We focus on estimation in high-dimensional mixture models and nonparametric adaptive density estima…