مقاله انتشار برچسب از طریق آموزش یادگیری و یادگیری آموزش

عنوان مقاله فارسی: انتشار برچسب از طریق آموزش یادگیری و یادگیری آموزش عنوان مقاله لاتین: Label Propagation via Teaching-to-Learn and Learning-to-Teach نویسندگان: Chen Gong; Dacheng Tao; Wei Liu; Liu Liu; Jie Yang تعداد صفحات: 13 سال انتشار: 2017 زبان: لاتین Abstract: How to propagate label information from labeled examples to unlabeled examples over a graph has been intensively studied for a long time. Existing graph-based propagation algorithms usually treat unlabeled examples equally, and transmit seed labels to the unlabeled examples that are connected to the labeled examples in a neighborhood graph. However, such a popular propagation scheme is very likely to yield inaccurate propagation, because it falls short of tackling ambiguous