2025
Causal Discovery-Driven Change Point Detection in Time Series
AISTATS 2025poster
Change point detection in time series aims to identify moments when the probability distribution of time series changes. It is widely applied in many areas, such as human activity sensing and medical science. In the context of multivariate time series, this typically involves examining the joint dis…