78 citations · 130 across the 30 of their papers we have counts for
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cs.LG2018★ 3 cited
Active Learning in Recommendation Systems with Multi-level User Preferences
Yuheng Bu, Kevin Small
While recommendation systems generally observe user behavior passively, there has been an increased interest in directly querying users to learn their specific preferences. In such…
stat.ML2018★ 1 cited
Model change detection with application to machine learning
Yuheng Bu, Jiaxun Lu, Venugopal V. Veeravalli
Model change detection is studied, in which there are two sets of samples that are independently and identically distributed (i.i.d.) according to a pre-change probabilistic model…
cs.LG2018★ 3 cited
Active and Adaptive Sequential learning
Yuheng Bu, Jiaxun Lu, Venugopal V. Veeravalli
A framework is introduced for actively and adaptively solving a sequence of machine learning problems, which are changing in bounded manner from one time step to the next. An algor…