Subspace Learning and Imputation for Streaming Big Data Matrices and
Tensors

Subspace Learning and Imputation for Streaming Big Data Matrices and Tensors

17 April 2014

Morteza Mardani

Gonzalo Mateos

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Papers citing "Subspace Learning and Imputation for Streaming Big Data Matrices and Tensors"

7 / 7 papers shown

Title
Online Categorical Subspace Learning for Sketching Big Data with Misses Yanning Shen Morteza Mardani G. Giannakis 69 16 0 27 Sep 2016
On GROUSE and Incremental SVD Laura Balzano Stephen J. Wright 57 51 0 21 Jul 2013
Rank regularization and Bayesian inference for tensor completion and extrapolation J. Bazerque Gonzalo Mateos G. Giannakis 73 86 0 31 Jan 2013
In-network Sparsity-regularized Rank Minimization: Algorithms and Applications Morteza Mardani Gonzalo Mateos G. Giannakis 91 76 0 07 Mar 2012
Online Identification and Tracking of Subspaces from Highly Incomplete Information Laura Balzano Robert D. Nowak Benjamin Recht 116 426 0 21 Jun 2010
Online Learning for Matrix Factorization and Sparse Coding Julien Mairal Francis R. Bach Jean Ponce Guillermo Sapiro 163 2,615 0 01 Aug 2009
Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization Benjamin Recht Maryam Fazel P. Parrilo 424 3,773 0 28 Jun 2007

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