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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

Missing Not at Random in Matrix Completion: The Effectiveness of Estimating Missingness Probabilities Under a Low Nuclear Norm Assumption NIPS 2019
Sum-of-squares meets square loss: Fast rates for agnostic tensor completion COLT 2019
Collective Matrix Completion JMLR 2019
Relative Error Bound Analysis for Nuclear Norm Regularized Matrix Completion JMLR 2019
Non-Convex Matrix Completion and Related Problems via Strong Duality JMLR 2019
On Dropout and Nuclear Norm Regularization ICML 2019
Double Nuclear Norm Based Low Rank Representation on Grassmann Manifolds for Clustering CVPR 2019
Missing Slice Recovery for Tensors Using a Low-Rank Model in Embedded Space CVPR 2018
Stochastic Chebyshev Gradient Descent for Spectral Optimization NIPS 2018
Dropout as a Low-Rank Regularizer for Matrix Factorization AISTATS 2018
Efficient Convex Completion of Coupled Tensors using Coupled Nuclear Norms NIPS 2018
A Non-Local Low-Rank Framework for Ultrasound Speckle Reduction CVPR 2017
Projection Free Rank-Drop Steps IJCAI 2017
SVD-free Convex-Concave Approaches for Nuclear Norm Regularization IJCAI 2017
Implicit Regularization in Matrix Factorization NIPS 2017
Principal Variety Analysis CORL 2017
Learning Structured Low-Rank Representation via Matrix Factorization AISTATS 2016
Subspace Clustering With Priors via Sparse Quadratically Constrained Quadratic Programming CVPR 2016
Minimizing the Maximal Rank CVPR 2016
Noisy Tensor Completion via the Sum-of-Squares Hierarchy COLT 2016
Online Low-Rank Subspace Clustering by Basis Dictionary Pursuit ICML 2016
Iterative Hessian Sketch: Fast and Accurate Solution Approximation for Constrained Least-Squares JMLR 2016
Completing Any Low-rank Matrix, Provably JMLR 2015
Interpolating Convex and Non-Convex Tensor Decompositions via the Subspace Norm NIPS 2015
Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares JMLR 2015