Asymptotics for Lasso-type estimators (2000)

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by Keith Knight , Wenjiang Fu
Citations:136 - 3 self

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12 Epi-Convergence in Distribution and Stochastic Equi-Semicontinuity – Keith Knight - 1997
and – Sophie Lambert-lacroix, Laurent Zwald
1 Robust regression through the Huber’s criterion and adaptive lasso penalty – Sophie Lambert-lacroix, Laurent Zwald
1 Penalized quadratic inference functions for variable selection in longitudinal research – John J. Dziak - 2006
9 Matching Pursuit – Hao Zhang, Grace Wahba, Yi Lin, Meta Voelker, Michael Ferris, Ronald Klein, Barbara Klein, Hao Helen Zhang, Grace Wahba, Yi Lin, Meta Voelker, Michael Ferris, Ronald Klein, Barbara Klein - 1993
Basis Pursuit – Hao Zhang, Grace Wahba, Yi Lin, Meta Voelker, Michael Ferris, Ronald Klein, Barbara Klein, Hao Helen Zhang, Grace Wahba, Yi Lin, Meta Voelker, Michael Ferris, Ronald Klein, Barbara Klein - 2002
22 Variable Selection and Model Building via Likelihood Basis Pursuit – Hao Zhang, Grace Wahba, Yi Lin, Meta Voelker, Michael Ferris, Ronald Klein, Barbara Klein - 2002
Optimization Methods for ℓ1-Regularization – Mark Schmidt, Glenn Fung, Romer Rosaless - 2009
2 Least Squares Optimization with L1-Norm Regularization – Mark Schmidt - 2005
2 Asymptotic theory for M-estimators over a convex kernel – Miguel A. Arcones, Miguel A. Arcones - 1997
MATRIX COMPLETION MODELS WITH FIXED BASIS COEFFICIENTS AND RANK REGULARIZED PROBLEMS WITH HARD CONSTRAINTS – Miao Weimin, Miao Weimin
1 Variable Selection via Penalized Likelihood with Adaptive Penalty – Wenbin Lu, Hao Zhang, Wenbin Lu, Hao Helen Zhang
9 A Group Bridge Approach for Variable Selection – Jian Huang, Shuangge Ma, Huiliang Xie, Cun-hui Zhang - 2007
20 Relaxed lasso – Nicolai Meinshausen - 2007
21 A comparison of optimization methods and software for large-scale l1-regularized linear classification – Guo-xun Yuan, Kai-wei Chang, Cho-jui Hsieh, Chih-jen Lin, Sathiya Keerthi
146 On the LASSO and Its Dual – Michael R. Osborne, Brett Presnell, Berwin A. Turlach - 1999
4 Variable selection via basis pursuit for non-Gaussian data – Hao Zhang, Grace Wahba, Yi Lin, Meta Voelker, Michael Ferris, Ronald Klein, Barbara Klein - 2001
23 A SELECTIVE OVERVIEW OF VARIABLE SELECTION IN HIGH DIMENSIONAL FEATURE SPACE – Jianqing Fan, Jinchi Lv - 2010
Least Angle and L1 Regression: A Review ∗ – Tim Hesterberg, Nam Hee Choi, Lukas Meier, Chris Fraley - 802