135 citations · 572 across the 19 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
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…
q-bio.QM2017★ 33 cited
RIDDLE: Race and ethnicity Imputation from Disease history with Deep LEarning
Ji-Sung Kim, Xin Gao, Andrey Rzhetsky
Anonymized electronic medical records are an increasingly popular source of research data. However, these datasets often lack race and ethnicity information. This creates problems…
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…