Random Coordinate Descent Methods for Sparse Optimization: Application to Sparse Control.

Andrei Patrascu Ion Necoara

Published in: CSCS (2015)

Keyphrases

sparse pca
optimization methods
machine learning
iterative scaling
machine learning methods
multi objective
significant improvement
high dimensional
computational cost
benchmark datasets
sparse representation
preprocessing
control problems
theoretical guarantees
reinforcement learning
linear transform
data sets