Classifier accuracy between adjacent time windows estimates a total variation distance between news content distributions, and its peaks mark changepoints that align with major historical events.
Change-point detection of climate time series by nonparametric method
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Neural Total Variation Distance Estimators for Changepoint Detection in News Data
Classifier accuracy between adjacent time windows estimates a total variation distance between news content distributions, and its peaks mark changepoints that align with major historical events.