Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima
Po-Ling LohMartin J. WainwrightPublished in: CoRR (2013)
Keyphrases
- theoretical framework
- information systems
- least squares
- contingency tables
- information theory
- machine learning
- computational model
- statistical methods
- confidence intervals
- theoretical basis
- asymptotic properties
- general theory
- statistical approaches
- information theoretic
- regression model
- statistical analysis
- optimal solution