Coherence Pursuit: Fast, Simple, and Robust Principal Component Analysis

15 September 2016

Papers citing "Coherence Pursuit: Fast, Simple, and Robust Principal Component Analysis"

18 / 18 papers shown

Title
Differential Privacy with Higher Utility by Exploiting Coordinate-wise Disparity: Laplace Mechanism Can Beat Gaussian in High Dimensions Gokularam Muthukrishnan Sheetal Kalyani 87 0 0 28 Jan 2025
Registration based Few-Shot Anomaly Detection Chaoqin Huang Haoyan Guan Aofan Jiang Ya-Qin Zhang Michael W. Spratling Yanfeng Wang 27 142 0 15 Jul 2022
Robust Projection based Anomaly Extraction (RPE) in Univariate Time-Series M. Rahmani Anoop Deoras Laurent Callot AI4TS 28 0 0 31 May 2022
Self-Supervised Masking for Unsupervised Anomaly Detection and Localization Chaoqin Huang Qinwei Xu Yanfeng Wang Yu Wang Ya-Qin Zhang 37 66 0 13 May 2022
To Trust or to Stockpile: Modeling Human-Simulation Interaction in Supply Chain Shortages Omid Mohaddesi Jacqueline A. Griffin Özlem Ergun David Kaeli Stacy Marsella Casper Harteveld 22 3 0 07 Jan 2022
Closed-Form, Provable, and Robust PCA via Leverage Statistics and Innovation Search M. Rahmani Ping Li 15 4 0 23 Jun 2021
ESAD: End-to-end Deep Semi-supervised Anomaly Detection Chaoqin Huang Fei Ye Peisen Zhao Ya-Qin Zhang Yanfeng Wang Qi Tian 27 12 0 09 Dec 2020
G2D: Generate to Detect Anomaly M. PourReza Bahram Mohammadi Mostafa Khaki Samir Bouindour H. Snoussi Mohammad Sabokrou 11 60 0 20 Jun 2020
Old is Gold: Redefining the Adversarially Learned One-Class Classifier Training Paradigm M. Zaheer Jin-ha Lee Marcella Astrid Seung-Ik Lee AAML 27 221 0 16 Apr 2020
Outlier Detection and Data Clustering via Innovation Search M. Rahmani P. Li 17 3 0 30 Dec 2019
A Bias Trick for Centered Robust Principal Component Analysis Baokun He Guihong Wan H. Schweitzer 12 1 0 19 Nov 2019
Subspace clustering without knowing the number of clusters: A parameter free approach V. Menon Gokularam M Sheetal Kalyani 20 14 0 10 Sep 2019
Nonlinear Dimensionality Reduction for Discriminative Analytics of Multiple Datasets Jia Chen G. Wang G. Giannakis 11 21 0 15 May 2018
Fast, Parameter free Outlier Identification for Robust PCA V. Menon Sheetal Kalyani 33 2 0 13 Apr 2018
Fast Computation of Robust Subspace Estimators Holger Cevallos-Valdiviezo S. Aelst 13 7 0 27 Mar 2018
A Well-Tempered Landscape for Non-convex Robust Subspace Recovery Tyler Maunu Teng Zhang Gilad Lerman 21 63 0 13 Jun 2017
Innovation Pursuit: A New Approach to Subspace Clustering M. Rahmani George K. Atia 37 52 0 02 Dec 2015
Dual Principal Component Pursuit M. Tsakiris René Vidal 13 96 0 15 Oct 2015