Second-Order Asymptotically Optimal Outlier Hypothesis Testing

Zhou, Lin; Wei, Yun; Hero, Alfred O.

doi:10.1109/tit.2022.3151719

Second-Order Asymptotically Optimal Outlier Hypothesis Testing

Journal Article · 01 June 2022 · IEEE Transactions on Information Theory

DOI:https://doi.org/10.1109/tit.2022.3151719· OSTI ID:1980518

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School of Cyber Science and Technology, Beihang University, Beijing, China
Department of Statistical Science, Duke University, Durham, NC, USA
Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI, USA

Not provided.

Research Organization:: Georgia Institute of Technology, Atlanta, GA (United States)

Sponsoring Organization:: USDOE National Nuclear Security Administration (NNSA)

DOE Contract Number:: NA0003921

OSTI ID:: 1980518

Journal Information:: IEEE Transactions on Information Theory, Vol. 68, Issue 6; ISSN 0018-9448

Publisher:: IEEE

Country of Publication:: United States

Language:: English

References (17)

Active Hypothesis Testing for Anomaly Detection Cohen, Kobi IEEE Transactions on Information Theory, Vol. 61, Issue 3 https://doi.org/10.1109/TIT.2014.2387857	journal	March 2015
Asymptotically Optimal Matching of Multiple Sequences to Source Distributions and Training Sequences Unnikrishnan, Jayakrishnan IEEE Transactions on Information Theory, Vol. 61, Issue 1 https://doi.org/10.1109/TIT.2014.2374157	journal	January 2015
Distributed Detection With Empirically Observed Statistics He, Haiyun; Zhou, Lin; Tan, Vincent Y. F. IEEE Transactions on Information Theory, Vol. 66, Issue 7 https://doi.org/10.1109/TIT.2020.2973093	journal	July 2020
Asymptotic Estimates in Information Theory with Non-Vanishing Error Probabilities Tan, Vincent Y. F. Foundations and Trends® in Communications and Information Theory, Vol. 10, Issue 4 https://doi.org/10.1561/0100000086	journal	January 2014
Channel Coding Rate in the Finite Blocklength Regime Polyanskiy, Yury; Poor, H. Vincent; Verdu, Sergio IEEE Transactions on Information Theory, Vol. 56, Issue 5 https://doi.org/10.1109/TIT.2010.2043769	journal	May 2010
On Binary Statistical Classification from Mismatched Empirically Observed Statistics Hsu, Hung-Wei; Wang, I-Hsiang 2020 IEEE International Symposium on Information Theory (ISIT) https://doi.org/10.1109/ISIT44484.2020.9174520	conference	June 2020
Second-Order Coding Rates for Channels With State Tomamichel, Marco; Tan, Vincent Y. F. IEEE Transactions on Information Theory, Vol. 60, Issue 8 https://doi.org/10.1109/TIT.2014.2324555	journal	August 2014
On the dependence of the Berry–Esseen bound on dimension Bentkus, V. Journal of Statistical Planning and Inference, Vol. 113, Issue 2 https://doi.org/10.1016/S0378-3758(02)00094-0	journal	May 2003
Asymptotically optimal classification for multiple tests with empirically observed statistics Gutman, M. IEEE Transactions on Information Theory, Vol. 35, Issue 2 https://doi.org/10.1109/18.32134	journal	March 1989
Nonparametric Detection of Anomalous Data Streams Zou, Shaofeng; Liang, Yingbin; Poor, H. Vincent IEEE Transactions on Signal Processing, Vol. 65, Issue 21 https://doi.org/10.1109/TSP.2017.2733472	journal	November 2017
Linear-Complexity Exponentially-Consistent Tests for Universal Outlying Sequence Detection Bu, Yuheng; Zou, Shaofeng; Veeravalli, Venugopal V. IEEE Transactions on Signal Processing, Vol. 67, Issue 8 https://doi.org/10.1109/TSP.2019.2901364	journal	April 2019
Universal sequential outlier hypothesis testing Li, Yun; Nitinawarat, Sirin; Veeravalli, Venugopal V. Sequential Analysis, Vol. 36, Issue 3 https://doi.org/10.1080/07474946.2017.1360086	journal	July 2017
Outlying Sequence Detection in Large Data Sets: A data-driven approach Tajer, Ali; Veeravalli, Venugopal V.; Poor, H. Vincent IEEE Signal Processing Magazine, Vol. 31, Issue 5 https://doi.org/10.1109/MSP.2014.2329428	journal	September 2014
Universal Outlier Hypothesis Testing Li, Yun; Nitinawarat, Sirin; Veeravalli, Venugopal V. IEEE Transactions on Information Theory, Vol. 60, Issue 7 https://doi.org/10.1109/TIT.2014.2317691	journal	July 2014
Anomaly detection: A survey Chandola, Varun; Banerjee, Arindam; Kumar, Vipin ACM Computing Surveys, Vol. 41, Issue 3, p. 1-58 https://doi.org/10.1145/1541880.1541882	journal	July 2009
Universal quickest outlier detection and isolation Nitinawarat, Sirin; Veeravalli, Venugopal V. 2015 IEEE International Symposium on Information Theory (ISIT) https://doi.org/10.1109/ISIT.2015.7282559	conference	June 2015
The accuracy of the Gaussian approximation to the sum of independent variates Berry, Andrew C. Transactions of the American Mathematical Society, Vol. 49, Issue 1 https://doi.org/10.1090/S0002-9947-1941-0003498-3	journal	January 1941

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