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20092023
most citedNetwork exploration via the adaptive LASSO and SCAD penalties

307 citations · 568 across the 44 of their papers we have counts for

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stat.ME2014

Feature Augmentation via Nonparametrics and Selection (FANS) in High Dimensional Classification

Jianqing Fan, Yang Feng, Jiancheng Jiang +1

We propose a high dimensional classification method that involves nonparametric feature augmentation. Knowing that marginal density ratios are the most powerful univariate classifi…