49 citations · 103 across the 21 of their papers we have counts for
3 papers · 1 filter
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…
Minor probability events detection in big data: An integrated approach with Bayesian testing and MIM
Shuo Wan, Jiaxun Lu, Pingyi Fan +1
The minor probability events detection is a crucial problem in Big data. Such events tend to include rarely occurring phenomenons which should be detected and monitored carefully.…
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…