15 citations · 42 across the 13 of their papers we have counts for
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3 papers · 1 filter
cs.HC2020★ 2 cited
A Visual Analytics Framework for Explaining and Diagnosing Transfer Learning Processes
Yuxin Ma, Arlen Fan, Jingrui He +2
Many statistical learning models hold an assumption that the training data and the future unlabeled data are drawn from the same distribution. However, this assumption is difficult…
cs.LG2020★ 3 cited
Generic Outlier Detection in Multi-Armed Bandit
Yikun Ban, Jingrui He
In this paper, we study the problem of outlier arm detection in multi-armed bandit settings, which finds plenty of applications in many high-impact domains such as finance, healthc…
cs.LG2020★ 6 cited
Continuous Transfer Learning with Label-informed Distribution Alignment
Jun Wu, Jingrui He
Transfer learning has been successfully applied across many high-impact applications. However, most existing work focuses on the static transfer learning setting, and very little i…