Convex Modeling of Interactions With Strong Heredity

Interaction Screening for Ultrahigh-Dimensional Data

(2014) Ning Hao et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A lasso for hierarchical interactions

(2013) Jacob Bien et al.   ANNALS OF STATISTICS

The lasso problem and uniqueness

(2013) Ryan J. Tibshirani   Electronic Journal of Statistics

A Sparse-Group Lasso

(2012) Noah Simon et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Structured Sparsity through Convex Optimization

(2012) Francis Bach et al.   STATISTICAL SCIENCE

Variable Selection With the Strong Heredity Constraint and Its Oracle Property

(2010) Nam Hee Choi et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Variable Selection Using Adaptive Nonlinear Interaction Structures in High Dimensions

(2010) Peter Radchenko et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

The composite absolute penalties family for grouped and hierarchical variable selection

(2009) Peng Zhao et al.   ANNALS OF STATISTICS