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High-dimensional grouped folded concave penalized estimation via the LLA algorithm 期刊论文
Journal of the Korean Statistical Society, 2019, 卷号: 48, 期号: 1, 页码: 84-96
Authors:  Guo X(郭骁);  Wang Y(王尧);  Zhang H(张海)
View  |  Adobe PDF(471Kb)  |  Favorite  |  View/Download:36/8  |  Submit date:2019/02/24
Grouped variable selection  High-dimensional linear models  Folded concave penalty  Local linear approximation  Oracle estimator  
Rescaled Boosting in Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 9, 页码: 2598-2610
Authors:  Wang Y(王尧);  Liao, Xu;  Lin SB(林绍波)
View  |  Adobe PDF(2681Kb)  |  Favorite  |  View/Download:14/2  |  Submit date:2019/09/15
Boosting  generalization error  numerical convergence rate  resealed boosting (RBoosting)