Detecting Abrupt Changes in Point Processes: Fundamental Limits and Applications

Anna Brandenberger, Elchanan Mossel, Anirudh Sridhar

We consider the problem of detecting abrupt changes (i.e., large jump discontinuities) in the rate function of a point process. The rate function is assumed to be fully unknown, no…