Sirin Nitinawarat

Universal outlier hypothesis testing: Application to anomaly detection

In outlier hypothesis testing, multiple observation sequences are collected, a small subset of which are outliers. Observations in an outlier sequence are generated by a mechanism different from that generating the observations in the majority of sequences. The goal is to best discern all the outlie…