مقاله وزن دهی پیش‌بینی برای انطباق دامنه

عنوان مقاله فارسی: وزن دهی پیش‌بینی برای انطباق دامنه عنوان مقاله لاتین: Prediction Reweighting for Domain Adaptation نویسندگان: Shuang Li; Shiji Song; Gao Huang تعداد صفحات: 13 سال انتشار: 2017 زبان: لاتین Abstract: There are plenty of classification methods that perform well when training and testing data are drawn from the same distribution. However, in real applications, this condition may be violated, which causes degradation of classification accuracy. Domain adaptation is an effective approach to address this problem. In this paper, we propose a general domain adaptation framework from the perspective of prediction reweighting, from which a novel approach is derived. Different from the major domain adaptation methods, our idea is to reweight predictions