High-Rank Matrix Completion and Subspace Clustering with Missing Data

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High-Rank Matrix Completion and Subspace Clustering with Missing Data

23 December 2011

Robert D. Nowak

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Papers citing "High-Rank Matrix Completion and Subspace Clustering with Missing Data"

14 / 14 papers shown

Title
A Perturbation Bound on the Subspace Estimator from Canonical Projections Karan Srivastava Daniel L. Pimentel-Alarcón 48 0 0 28 Jun 2022
Fusion Subspace Clustering for Incomplete Data Usman Mahmood Daniel L. Pimentel-Alarcón 61 0 0 22 May 2022
Polynomial Matrix Completion for Missing Data Imputation and Transductive Learning Jicong Fan Yuqian Zhang Madeleine Udell 54 37 0 15 Dec 2019
GLIMPS: A Greedy Mixed Integer Approach for Super Robust Matched Subspace Detection M. Rahman Daniel L. Pimentel-Alarcón 15 0 0 29 Oct 2019
Ranking Recovery from Limited Comparisons using Low-Rank Matrix Completion Tal Levy Alireza Vahid Raja Giryes 48 1 0 14 Jun 2018
Tensor Methods for Nonlinear Matrix Completion Greg Ongie Daniel L. Pimentel-Alarcón Laura Balzano Rebecca Willett Robert D. Nowak 112 16 0 26 Apr 2018
Active Feature Acquisition with Supervised Matrix Completion Sheng-Jun Huang Miao Xu Ming-Kun Xie Masashi Sugiyama Gang Niu Songcan Chen 94 47 0 15 Feb 2018
Clustering of Data with Missing Entries using Non-convex Fusion Penalties Sunrita Poddar M. Jacob 42 12 0 06 Sep 2017
Shape Interaction Matrix Revisited and Robustified: Efficient Subspace Clustering with Corrupted and Incomplete Data Pan Ji Mathieu Salzmann Hongdong Li 78 75 0 09 Sep 2015
Information-theoretic Bounds on Matrix Completion under Union of Subspaces Model Vaneet Aggarwal Shuchin Aeron 83 0 0 14 Aug 2015
CUR Algorithm for Partially Observed Matrices Miao Xu Rong Jin Zhi Zhou 109 34 0 04 Nov 2014
Noisy Matrix Completion under Sparse Factor Models Akshay Soni Swayambhoo Jain Jarvis Haupt S. Gonella 102 36 0 02 Nov 2014
Guess Who Rated This Movie: Identifying Users Through Subspace Clustering Amy Zhang N. Fawaz Stratis Ioannidis Andrea Montanari 126 67 0 09 Aug 2014
Robust subspace clustering Mahdi Soltanolkotabi Ehsan Elhamifar Emmanuel J. Candès 149 366 0 11 Jan 2013