Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima.

Po-Ling Loh Martin J. Wainwright

Published in: NIPS (2013)

Keyphrases

theoretical framework
confidence intervals
theoretical basis
data sets
case study
computational model
statistical approaches
evolutionary algorithm
statistical analysis
optimization algorithm
information theoretic
information theory
analytical expressions
search algorithm
contingency tables