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

Po-Ling Loh Martin J. Wainwright

Published in: J. Mach. Learn. Res. (2015)

Keyphrases

information theory
theoretical foundation
optimal solution
general theory
information retrieval
evolutionary algorithm
multi objective
least squares
data driven
theoretical framework
statistical models
theoretical basis
information systems
image processing
global optimum