On Model Selection Consistency of Lasso
Journal of Machine Learning ResearchPublished 1 December 2006
ZhaoPeng, Yubin Yubin
Citations1,010
SJR quartileQ1
SJR score2.02
SNIP3.07
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Abstract
Sparsity or parsimony of statistical models is crucial for their proper interpretations, as in sciences and social sciences. Model selection is a commonly used method to find such models, but usual...
Keywords
Mathematics