conftrace_

dual coordinate ascent

9 papers

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Also known as

DCA

Co-occurring keywords

stochastic optimization (1060) convex optimization (1321) regularized loss minimization (8) stochastic dual coordinate ascent (8) coordinate descent (147) importance sampling (318) empirical risk minimization (352) primal-dual method (58) primal-dual optimization (49) stochastic gradient descent (1091)

Papers

On the Complexity Analysis of the Primal Solutions for the Accelerated Randomized Dual Coordinate Ascent JMLR 2020
Stochastic Optimization with Importance Sampling for Regularized Loss Minimization ICML 2015
Quartz: Randomized Dual Coordinate Ascent with Arbitrary Sampling NIPS 2015
Stochastic Dual Coordinate Ascent with Adaptive Probabilities ICML 2015
An Accelerated Proximal Coordinate Gradient Method NIPS 2014
Communication-Efficient Distributed Dual Coordinate Ascent NIPS 2014
Stochastic Dual Coordinate Ascent with Alternating Direction Method of Multipliers ICML 2014
Stochastic Dual Coordinate Ascent Methods for Regularized Loss Minimization JMLR 2013
Accelerated Mini-Batch Stochastic Dual Coordinate Ascent NIPS 2013