Related references
Note: Only part of the references are listed.SLOPE MEETS LASSO: IMPROVED ORACLE BOUNDS AND OPTIMALITY
Pierre C. Bellec et al.
ANNALS OF STATISTICS (2018)
Sparse Regularization via Convex Analysis
Ivan Selesnick
IEEE TRANSACTIONS ON SIGNAL PROCESSING (2017)
Learning without Concentration
Shahar Mendelson
JOURNAL OF THE ACM (2015)
The geometry of least squares in the 21st century
Jonathan Taylor
BERNOULLI (2013)
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers
Sahand N. Negahban et al.
STATISTICAL SCIENCE (2012)
ORACLE INEQUALITIES AND OPTIMAL INFERENCE UNDER GROUP SPARSITY
Karim Lounici et al.
ANNALS OF STATISTICS (2011)
SIMULTANEOUS ANALYSIS OF LASSO AND DANTZIG SELECTOR
Peter J. Bickel et al.
ANNALS OF STATISTICS (2009)