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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

Alternating Direction Graph Matching CVPR 2017
Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation CVPR 2017
SnapVX: A Network-Based Convex Optimization Solver JMLR 2017
RHash: Robust Hashing via L_infinity-norm Distortion IJCAI 2017
ADMM without a Fixed Penalty Parameter: Faster Convergence with New Adaptive Penalization NIPS 2017
An inner-loop free solution to inverse problems using deep neural networks NIPS 2017
DOPE: Distributed Optimization for Pairwise Energies CVPR 2017
A New Algorithm and Theory for Penalized Regression-based Clustering JMLR 2016
Linearized Alternating Direction Method of Multipliers for Constrained Nonconvex Regularized Optimization ACML 2016
Unwrapping ADMM: Efficient Distributed Computing via Transpose Reduction AISTATS 2016
SDP Relaxation with Randomized Rounding for Energy Disaggregation NIPS 2016
Facial Expression Intensity Estimation Using Ordinal Information CVPR 2016
AD3: Alternating Directions Dual Decomposition for MAP Inference in Graphical Models JMLR 2015
Support Matrix Machines ICML 2015
Single Image Pop-Up From Discriminatively Learned Parts ICCV 2015
Structured Sparse Subspace Clustering: A Unified Optimization Framework CVPR 2015
L0TV: A New Method for Image Restoration in the Presence of Impulse Noise CVPR 2015
Sparse Representation Classification With Manifold Constraints Transfer CVPR 2015
A General Analysis of the Convergence of ADMM ICML 2015
Adaptive Stochastic Alternating Direction Method of Multipliers ICML 2015
Adaptive Primal-Dual Splitting Methods for Statistical Learning and Image Processing NIPS 2015
The flare Package for High Dimensional Linear Regression and Precision Matrix Estimation in R JMLR 2015
Stochastic Dual Coordinate Ascent with Alternating Direction Method of Multipliers ICML 2014
QUIC & DIRTY: A Quadratic Approximation Approach for Dirty Statistical Models NIPS 2014
Sparse Reinforcement Learning via Convex Optimization ICML 2014