conftrace_

primal-dual method

58 papers

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Co-occurring keywords

convex optimization (1321) stochastic optimization (1060) primal-dual optimization (49) primal-dual algorithm (72) distributed optimization (275) constrained markov decision process (56) sample complexity (1169) iteration complexity (70) support vector machine (978) coordinate descent (147)

Papers

A Universal Primal-Dual Convex Optimization Framework NIPS 2015
Communication-Efficient Distributed Dual Coordinate Ascent NIPS 2014
Constrained convex minimization via model-based excessive gap NIPS 2014
Decorrelated Vectorial Total Variation CVPR 2014
PM-Huber: PatchMatch with Huber Regularization for Stereo Matching ICCV 2013
Mini-Batch Primal and Dual Methods for SVMs ICML 2013
Beating SGD: Learning SVMs in Sublinear Time NIPS 2011
Mind the Duality Gap: Logarithmic regret algorithms for online optimization NIPS 2008