Robust Score-Based Quickest Change Detection

Methods in the field of quickest change detection rapidly detect in real-time a change in the data-generating distribution of an online data stream. Existing methods have been able to detect this change point when the densities of the pre- and post-change distributions are known. Recent work has ext...

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Bibliographic Details

Published in:	IEEE transactions on information theory Vol. 71; no. 7; pp. 5539 - 5555
Main Authors:	Moushegian, Sean, Wu, Suya, Diao, Enmao, Ding, Jie, Banerjee, Taposh, Tarokh, Vahid
Format:	Journal Article
Language:	English
Published:	IEEE 01.07.2025
Subjects:	Change detection algorithms change-point detection Computational modeling Delays Detection algorithms Heart rate Quickest change detection Reviews robust detection score-based methods Simulation Stochastic processes Training Uncertainty
ISSN:	0018-9448, 1557-9654
Online Access:	Get full text
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