Laëtitia Comminges

Minimax estimation of linear and quadratic functionals on sparsity\n classes

Olivier Collier, Laëtitia Comminges, Alexandre B. Tsybakov · arXiv (Cornell University) · 2015 · 66 citations · Full text

Computing, Computer Science, Optimization +12

Tight conditions for consistency of variable selection in the context of high dimensionality

Laëtitia Comminges, Arnak S. Dalalyan · 2016 · 54 citations

Social Sciences, Economics, Econometrics +13

Minimax testing of a composite null hypothesis defined via a quadratic functional in the model of regression

Laëtitia Comminges, Arnak S. Dalalyan · Electronic Journal of Statistics · 2013 · 25 citations · Full text

Natural Sciences, Mathematics, Cost-minimization Analysis +11

Minimax Rate of Testing in Sparse Linear Regression

Alexandra Carpentier, Olivier Collier, Laëtitia Comminges et al. · Automation and Remote Control · 2019 · 16 citations

Natural Sciences, Mathematics, Optimization +9

Tight conditions for consistent variable selection in high dimensional nonparametric regression

Laëtitia Comminges, Arnak S. Dalalyan · arXiv (Cornell University) · 2011 · 14 citations · Full text

Natural Sciences, Biostatistics, Data Analytics +15