conftrace_

stochastic dual coordinate ascent

8 papers

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Also known as

SDCA

Co-occurring keywords

stochastic optimization (1060) regularized loss minimization (8) dual coordinate ascent (9) support vector machine (978) convex optimization (1321) linear convergence (158) empirical risk minimization (352) mini-batch optimization (7) local smoothness (10) svm optimization (1)

Papers

SDCA-Powered Inexact Dual Augmented Lagrangian Method for Fast CRF Learning AISTATS 2018
SDCA without Duality, Regularization, and Individual Convexity ICML 2016
Local Smoothness in Variance Reduced Optimization NIPS 2015
Stochastic Dual Coordinate Ascent with Adaptive Probabilities ICML 2015
Mini-Batch Primal and Dual Methods for SVMs ICML 2013
Trading Computation for Communication: Distributed Stochastic Dual Coordinate Ascent NIPS 2013
Stochastic Dual Coordinate Ascent Methods for Regularized Loss Minimization JMLR 2013
Accelerated Mini-Batch Stochastic Dual Coordinate Ascent NIPS 2013