IEEE - Institute of Electrical and Electronics Engineers, Inc. - Structured AutoEncoders for Subspace Clustering

Author(s): Xi Peng ; Jiashi Feng ; Shijie Xiao ; Wei-Yun Yau ; Joey Tianyi Zhou ; Songfan Yang
Sponsor(s): IEEE Signal Processing Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2018
Volume: 27
Page(s): 5,076 - 5,086
ISSN (Electronic): 1941-0042
ISSN (Paper): 1057-7149
DOI: 10.1109/TIP.2018.2848470
Regular:

Existing subspace clustering methods typically employ shallow models to estimate underlying subspaces of unlabeled data points and cluster them into corresponding groups. However, due to the... View More

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