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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

Short-term Sparse Portfolio Optimization Based on Alternating Direction Method of Multipliers JMLR 2018
Improving the Privacy and Accuracy of ADMM-Based Distributed Algorithms ICML 2018
Exploiting Graph Regularized Multi-dimensional Hawkes Processes for Modeling Events with Spatio-temporal Characteristics IJCAI 2018
ADMM and Accelerated ADMM as Continuous Dynamical Systems ICML 2018
A Direct Approach for Sparse Quadratic Discriminant Analysis JMLR 2018
Distributed Self-Paced Learning in Alternating Direction Method of Multipliers IJCAI 2018
Joint Patch-Group Based Sparse Representation for Image Inpainting ACML 2018
Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking CVPR 2018
Continuous Relaxation of MAP Inference: A Nonconvex Perspective CVPR 2018
Zeroth-Order Online Alternating Direction Method of Multipliers: Convergence Analysis and Applications AISTATS 2018
High-Order Co-Clustering via Strictly Orthogonal and Symmetric L1-Norm Nonnegative Matrix Tri-Factorization IJCAI 2018
Discrete-Continuous ADMM for Transductive Inference in Higher-Order MRFs CVPR 2018
An Optimization Framework for Recovery of Speech from Phase-Encoded Spectrograms INTERSPEECH 2018
Tensor Decomposition with Smoothness ICML 2017
FFTLasso: Large-Scale LASSO in the Fourier Domain CVPR 2017
Faster and Non-ergodic O(1/K) Stochastic Alternating Direction Method of Multipliers NIPS 2017
Learning the Network Structure of Heterogeneous Data via Pairwise Exponential Markov Random Fields AISTATS 2017
Adaptive ADMM with Spectral Penalty Parameter Selection AISTATS 2017
A Semismooth Newton Method for Fast, Generic Convex Programming ICML 2017
A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors CVPR 2017
Improved Bounded Matrix Completion for Large-Scale Recommender Systems IJCAI 2017
Designing Illuminant Spectral Power Distributions for Surface Classification CVPR 2017
Adaptive Group Sparse Multi-task Learning via Trace Lasso IJCAI 2017
Top-k Supervise Feature Selection via ADMM for Integer Programming IJCAI 2017
A New Rank Constraint on Multi-View Fundamental Matrices, and Its Application to Camera Location Recovery CVPR 2017