IEEE - Institute of Electrical and Electronics Engineers, Inc. - A Regularization Approach for Instance-Based Superset Label Learning

Author(s): Chen Gong ; Tongliang Liu ; Yuanyan Tang ; Jian Yang ; Jie Yang ; Dacheng Tao
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1 - 12
ISSN (Paper): 2168-2267
ISSN (Online): 2168-2275
DOI: 10.1109/TCYB.2017.2669639
Regular:

Different from the traditional supervised learning in which each training example has only one explicit label, superset label learning (SLL) refers to the problem that a training example can be... View More

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