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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Jiaqi Lei

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Preprint Jul 2026

Nonparametric Multi Change Point Detection for Markov Chains via Adaptive Clustering

Offline change point detection tries to detect time points of distribution change in a given data sequence; and is now routinely used in signal processing, speech processing, climatology etc. Despite this broad applicability across economics, computer science, and planetary sciences, rigorous, nonparametric techniques...

Imon Banerjee, Jiaqi Lei, Sanjay Mehrotra · 2 citations

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