Parallel Coordinate Descent for L1-Regularized Loss Minimization

Joseph K. Bradley Aapo Kyrola Danny Bickson Carlos Guestrin

Published in: CoRR (2011)

Keyphrases

loss minimization
loss function
logistic regression
pairwise
parallel processing
shared memory
parallel hardware
distributed memory machines
databases
machine learning
decision trees
least squares
parallel implementation
depth first search
parallel implementations