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nuclear norm

79 papers

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Also known as

NN

Co-occurring keywords

matrix completion (356) convex optimization (1321) low-rank matrix (174) matrix factorization (529) nuclear norm regularization (26) singular value decomposition (222) tensor completion (64) nuclear norm minimization (20) collaborative filtering (300) low-rank matrix recovery (57)

Papers

Low Rank Matrix Completion with Exponential Family Noise COLT 2015
Pushing the Limits of Affine Rank Minimization by Adapting Probabilistic PCA ICML 2015
Collaboratively Learning Preferences from Ordinal Data NIPS 2015
Semi-Supervised Low-Rank Mapping Learning for Multi-Label Classification CVPR 2015
Graph Clustering With Missing Data: Convex Algorithms and Analysis NIPS 2014
Probabilistic low-rank matrix completion on finite alphabets NIPS 2014
Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery ICML 2014
Universal Matrix Completion ICML 2014
Convex Total Least Squares ICML 2014
Partial Sum Minimization of Singular Values in RPCA for Low-Level Vision ICCV 2013
Exact and Stable Recovery of Pairwise Interaction Tensors NIPS 2013
Unfolding Latent Tree Structures using 4th Order Tensors ICML 2013
Active Contours with Group Similarity CVPR 2013
Provable Subspace Clustering: When LRR meets SSC NIPS 2013
Error-Minimizing Estimates and Universal Entry-Wise Error Bounds for Low-Rank Matrix Completion NIPS 2013
Robust learning of low-dimensional dynamics from large neural ensembles NIPS 2013
Unifying Nuclear Norm and Bilinear Factorization Approaches for Low-Rank Matrix Decomposition ICCV 2013
A Convex Regularizer for Reducing Color Artifact in Color Image Recovery CVPR 2013
Unsupervised Spectral Learning of Finite State Transducers NIPS 2013
Sparse Additive Text Models with Low Rank Background NIPS 2013
Calibrated Elastic Regularization in Matrix Completion NIPS 2012
Matrix reconstruction with the local max norm NIPS 2012
Regularization Paths with Guarantees for Convex Semidefinite Optimization AISTATS 2012
Nonparametric Reduced Rank Regression NIPS 2012
Iterative Reweighted Algorithms for Matrix Rank Minimization JMLR 2012