conftrace_

stochastic dual coordinate ascent

10 papers

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Also known as

SDCA

Co-occurring keywords · papers mentioning both

stochastic optimization (7) dual coordinate ascent (5) regularized loss minimization (4) convex optimization (4) linear convergence (3) support vector machine (3) convergence rate (3) empirical risk minimization (3) stochastic gradient descent (3) primal-dual method (2)

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 NeurIPS 2015 Stochastic Dual Coordinate Ascent with Adaptive Probabilities ICML 2015 An Accelerated Proximal Coordinate Gradient Method NeurIPS 2014 Communication-Efficient Distributed Dual Coordinate Ascent NeurIPS 2014 Accelerated Mini-Batch Stochastic Dual Coordinate Ascent NeurIPS 2013 Mini-Batch Primal and Dual Methods for SVMs ICML 2013 Stochastic Dual Coordinate Ascent Methods for Regularized Loss Minimization JMLR 2013 Trading Computation for Communication: Distributed Stochastic Dual Coordinate Ascent NeurIPS 2013