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low-rank decomposition

36 papers

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Co-occurring keywords

model compression (3302) matrix decomposition (119) sparse decomposition (18) matrix factorization (529) robust principal component analysis (62) sparse matrix (49) tensor decomposition (375) low-rank approximation (323) low-rank matrix (174) kernel methods (1097)

Papers

From Ensemble Clustering to Multi-View Clustering IJCAI 2017
Multispectral Images Denoising by Intrinsic Tensor Sparsity Regularization CVPR 2016
Low-Rank Doubly Stochastic Matrix Decomposition for Cluster Analysis JMLR 2016
A Supervised Low-Rank Method for Learning Invariant Subspaces ICCV 2015
Efficient SDP Inference for Fully-Connected CRFs Based on Low-Rank Decomposition CVPR 2015
SOLD: Sub-Optimal Low-rank Decomposition for Efficient Video Segmentation CVPR 2015
Sparse and Low-Rank Tensor Decomposition NIPS 2015
Scalable Bayesian Low-Rank Decomposition of Incomplete Multiway Tensors ICML 2014
Toward Guaranteed Illumination Models for Non-convex Objects ICCV 2013
Unifying Nuclear Norm and Bilinear Factorization Approaches for Low-Rank Matrix Decomposition ICCV 2013
A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization JMLR 2009