Differentially Private Subspace Clustering

• المؤلفون الرئيسيون: WANG, Yining, WANG, Yu-Xiang, SINGH, Aarti
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2015
• الموضوعات: Theory and Algorithms
• الوصول للمادة أونلاين: 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

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...