Reasoning & Evaluation
24 min
When Did the World Change? Changepoint Detection From Page's CUSUM to Bayesian Online Inference
CUSUM has been provably optimal since 1986, yet on the first human-annotated changepoint benchmark a detector that never reports a change beat most of the field under default settings. Seventy years of changepoint theory, from Pa…