Efficiency of Coordinate Descent Methods on Huge-Scale Optimization Problems.

Yurii E. Nesterov

Published in: SIAM J. Optim. (2012)

Keyphrases

optimization problems
optimization methods
preprocessing
bayesian networks
evolutionary algorithm
significant improvement
real time
machine learning
information systems
objective function
computational cost
benchmark datasets
logistic regression
machine learning methods
qualitative and quantitative