Bandit Change-Point Detection for Real-Time Monitoring High-Dimensional Data Under Sampling Control

Wanrong Zhang, Yajun Mei

In many real-world problems of real-time monitoring high-dimensional streaming data, one wants to detect an undesired event or change quickly once it occurs, but under the sampling…