Structured Low-Rank Matrix Factorization with Missing and Grossly Corrupted Observations

3 September 2014

Papers citing "Structured Low-Rank Matrix Factorization with Missing and Grossly Corrupted Observations"

9 / 9 papers shown

Title
Generalized Higher-Order Tensor Decomposition via Parallel ADMM Fanhua Shang Yuanyuan Liu James Cheng 26 24 0 05 Jul 2014
Convex Tensor Decomposition via Structured Schatten Norm Regularization Ryota Tomioka Taiji Suzuki 59 152 0 26 Mar 2013
Efficient and Practical Stochastic Subgradient Descent for Nuclear Norm Regularization H. Avron Satyen Kale S. Kasiviswanathan Vikas Sindhwani 45 67 0 27 Jun 2012
Compressed Sensing and Matrix Completion with Constant Proportion of Corruptions Xiaodong Li 105 180 0 06 Apr 2011
Low-rank Matrix Recovery from Errors and Erasures Yudong Chen A. Jalali Sujay Sanghavi Constantine Caramanis 103 166 0 03 Apr 2011
Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions Alekh Agarwal S. Negahban Martin J. Wainwright 225 433 0 23 Feb 2011
Robust PCA via Outlier Pursuit Huan Xu Constantine Caramanis Sujay Sanghavi 100 768 0 20 Oct 2010
Robust Recovery of Subspace Structures by Low-Rank Representation Guangcan Liu Zhouchen Lin Shuicheng Yan Ju Sun Yong Yu Yi-An Ma 96 3,222 0 14 Oct 2010
Matrix Completion from a Few Entries Raghunandan H. Keshavan Andrea Montanari Sewoong Oh 413 1,243 0 20 Jan 2009