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alternating direction method of multiplier

145 papers

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Co-occurring keywords

convex optimization (1321) distributed optimization (275) stochastic optimization (1060) alternating direction method (35) convergence rate (607) sparse optimization (246) markov random field (303) distributed learning (563) sparse estimation (88) convergence analysis (395)

Papers

Asynchronous Distributed ADMM for Consensus Optimization ICML 2014
Fast Stochastic Alternating Direction Method of Multipliers ICML 2014
Parallel Direction Method of Multipliers NIPS 2014
Node-Based Learning of Multiple Gaussian Graphical Models JMLR 2014
Bregman Alternating Direction Method of Multipliers NIPS 2014
Multi-Step Stochastic ADMM in High Dimensions: Applications to Sparse Optimization and Matrix Decomposition NIPS 2014
Towards an optimal stochastic alternating direction method of multipliers ICML 2014
Scalable Semidefinite Relaxation for Maximum A Posterior Estimation ICML 2014
SCAMS: Simultaneous Clustering and Model Selection CVPR 2014
Fast and Exact: ADMM-Based Discriminative Shape Segmentation with Loopy Part Models CVPR 2014
Making the Most of Bag of Words: Sentence Regularization with Alternating Direction Method of Multipliers ICML 2014
A message-passing algorithm for multi-agent trajectory planning NIPS 2013
GOSUS: Grassmannian Online Subspace Updates with Structured-Sparsity ICCV 2013
Fantope Projection and Selection: A near-optimal convex relaxation of sparse PCA NIPS 2013
A New Convex Relaxation for Tensor Completion NIPS 2013
Large Scale Distributed Sparse Precision Estimation NIPS 2013
Stochastic Alternating Direction Method of Multipliers ICML 2013
Efficient Distributed Linear Classification Algorithms via the Alternating Direction Method of Multipliers AISTATS 2012
Efficient variable selection in support vector machines via the alternating direction method of multipliers AISTATS 2011
Consensus-Based Distributed Support Vector Machines JMLR 2010