2024
Uncertainty Quantification for Data-Driven Change-Point Learning via Cross-Validation
AAAI 2024technical
Accurately detecting multiple change-points is critical for various applications, but determining the optimal number of change-points remains a challenge. Existing approaches based on information criteria attempt to balance goodness-of-fit and model complexity, but their performance varies depending…