Differentially Private Subspace Clustering

Subspace clustering is an unsupervised learning problem that aims at grouping data points into multiple “clusters” so that data points in a single cluster lie approximately on a low-dimensional linear subspace. It is originally motivated by 3D motion segmentation in computer vision, but has recently...

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Bibliographic Details
Main Authors: WANG, Yining, WANG, Yu-Xiang, SINGH, Aarti
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2015
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Online Access:https://ink.library.smu.edu.sg/sis_research/3469
https://ink.library.smu.edu.sg/context/sis_research/article/4470/viewcontent/149___Differentially_Private_Subspace_Clustering__NIPS2015_.pdf
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Institution: Singapore Management University
Language: English