354 citations · 2.1k across the 86 of their papers we have counts for
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cs.LG2017★ 4 cited
Robust Cost-Sensitive Learning for Recommendation with Implicit Feedback
Peng Yang, Peilin Zhao, Xin Gao +1
Recommendation is the task of improving customer experience through personalized recommendation based on users' past feedback. In this paper, we investigate the most common scenari…
cs.LG2017★ 21 cited
Robust Online Multi-Task Learning with Correlative and Personalized Structures
Peng Yang, Peilin Zhao, Xin Gao
Multi-Task Learning (MTL) can enhance a classifier's generalization performance by learning multiple related tasks simultaneously. Conventional MTL works under the offline or batch…