Randomized Robust Subspace Recovery for High Dimensional Data Matrices

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Randomized Robust Subspace Recovery for High Dimensional Data Matrices

21 May 2015

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Papers citing "Randomized Robust Subspace Recovery for High Dimensional Data Matrices"

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Title
A Robust Autoencoder Ensemble-Based Approach for Anomaly Detection in Text Jeremie Pantin Christophe Marsala 29 0 0 16 May 2024
Local Linear Convergence of Gradient Methods for Subspace Optimization via Strict Complementarity Dan Garber Ron Fisher 58 1 0 08 Feb 2022
A Dictionary-Based Generalization of Robust PCA Part II: Applications to Hyperspectral Demixing Sirisha Rambhatla Xingguo Li Jineng Ren Jarvis Haupt 54 6 0 26 Feb 2019
A Dictionary Based Generalization of Robust PCA Sirisha Rambhatla Xingguo Li Jarvis Haupt 21 9 0 21 Feb 2019
Evolutionary Self-Expressive Models for Subspace Clustering Abolfazl Hashemi H. Vikalo 67 10 0 29 Oct 2018
Scalable and Robust Community Detection with Randomized Sketching M. Rahmani Andre Beckus Adel Karimian George Atia 66 10 0 25 May 2018
Subspace Clustering via Optimal Direction Search M. Rahmani George Atia 63 13 0 12 Jun 2017
Multi-View Task-Driven Recognition in Visual Sensor Networks A. Taalimi Alireza Rahimpour Liu Liu Hairong Qi 51 5 0 30 May 2017
Spatial Random Sampling: A Structure-Preserving Data Sketching Tool M. Rahmani George Atia 78 13 0 09 May 2017
Cloud-based Deep Learning of Big EEG Data for Epileptic Seizure Prediction M. Hosseini H. Soltanian-Zadeh K. Elisevich D. Pompili 58 100 0 17 Feb 2017
Low Rank Matrix Recovery with Simultaneous Presence of Outliers and Sparse Corruption M. Rahmani George Atia 27 6 0 07 Feb 2017
Feature Encoding in Band-limited Distributed Surveillance Systems Alireza Rahimpour A. Taalimi Hairong Qi 84 17 0 19 Dec 2016
Robust and Scalable Column/Row Sampling from Corrupted Big Data M. Rahmani George Atia 119 9 0 18 Nov 2016
Coherence Pursuit: Fast, Simple, and Robust Principal Component Analysis M. Rahmani George Atia 101 135 0 15 Sep 2016
Innovation Pursuit: A New Approach to Subspace Clustering M. Rahmani George Atia 106 52 0 02 Dec 2015
High Dimensional Low Rank plus Sparse Matrix Decomposition M. Rahmani George Atia 152 78 0 01 Feb 2015