Ridge-regularized CoCoA is shown to be a special case of proximal ADMM, and consensus ADMM is shown to be equivalent to proximal ADMM under a parameter mapping and sign reversal of the saddle objective.
Libsvm: a library for support vector machines.ACM transactions on intelligent systems and technology (TIST), 2(3):1–27, 2011
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
dataset 1
citation-polarity summary
fields
math.OC 1years
2025 1verdicts
CONDITIONAL 1roles
dataset 1polarities
use dataset 1representative citing papers
citing papers explorer
-
On the Relationship Between CoCoA and ADMM for Distributed Empirical Risk Minimization
Ridge-regularized CoCoA is shown to be a special case of proximal ADMM, and consensus ADMM is shown to be equivalent to proximal ADMM under a parameter mapping and sign reversal of the saddle objective.