Fixed-Horizon Active Hypothesis Testing

Kartik, Dhruva; Nayyar, Ashutosh; Mitra, Urbashi

doi:10.1109/tac.2021.3090742

Fixed-Horizon Active Hypothesis Testing

Journal Article · 01 April 2022 · IEEE Transactions on Automatic Control

DOI:https://doi.org/10.1109/tac.2021.3090742· OSTI ID:1980450

^[1]; ^[1]; ^[1]

Ming Hsieh Department of Electrical and Computer Engineering, University of Southern California, Los Angeles, CA, USA

Not provided.

Research Organization:: Univ. of Southern California, Los Angeles, CA (United States)

Sponsoring Organization:: USDOE Office of Science (SC)

DOE Contract Number:: SC0021417

OSTI ID:: 1980450

Journal Information:: IEEE Transactions on Automatic Control, Vol. 67, Issue 4; ISSN 0018-9286

Publisher:: IEEE

Country of Publication:: United States

Language:: English

References (20)

Sequential Design of Experiments Chernoff, Herman The Annals of Mathematical Statistics, Vol. 30, Issue 3 https://doi.org/10.1214/aoms/1177706205	journal	September 1959
Active sequential hypothesis testing Naghshvar, Mohammad; Javidi, Tara The Annals of Statistics, Vol. 41, Issue 6 https://doi.org/10.1214/13-AOS1144	journal	December 2013
Extrinsic Jensen-Shannon divergence with application in active hypothesis testing Naghshvar, Mohammad; Javidi, Tara 2012 IEEE International Symposium on Information Theory Proceedings https://doi.org/10.1109/ISIT.2012.6283840	conference	July 2012
Second Order Efficiency in the Sequential Design of Experiments Keener, Robert The Annals of Statistics, Vol. 12, Issue 2 https://doi.org/10.1214/aos/1176346503	journal	June 1984
A Control Problem Arising in the Sequential Design of Experiments Lalley, S. P.; Lorden, G. The Annals of Probability, Vol. 14, Issue 1 https://doi.org/10.1214/aop/1176992620	journal	January 1986
Active Anomaly Detection in Heterogeneous Processes Huang, Boshuang; Cohen, Kobi; Zhao, Qing IEEE Transactions on Information Theory, Vol. 65, Issue 4 https://doi.org/10.1109/TIT.2018.2866257	journal	April 2019
Active Anomaly Detection with Switching Cost Chen, Da; Huang, Qiwei; Feng, Hui ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) https://doi.org/10.1109/ICASSP.2019.8683450	conference	May 2019
Sequential anomaly detection with observation control Tsopelakos, Aristomenis; Fellouris, Georgios; Veeravalli, Venugopal V. 2019 IEEE International Symposium on Information Theory (ISIT) https://doi.org/10.1109/ISIT.2019.8849555	conference	July 2019
On Tail Probabilities for Martingales Freedman, David A. The Annals of Probability, Vol. 3, Issue 1 https://doi.org/10.1214/aop/1176996452	journal	February 1975
On Error Exponents in Hypothesis Testing Tuncel, E. IEEE Transactions on Information Theory, Vol. 51, Issue 8 https://doi.org/10.1109/TIT.2005.851769	journal	August 2005
Information bounds of the Fano-Kullback type Blahut, R. IEEE Transactions on Information Theory, Vol. 22, Issue 4 https://doi.org/10.1109/TIT.1976.1055576	journal	July 1976
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
Second-order converses via reverse hypercontractivity Liu, Jingbo; van Handel, Ramon; Verdú, Sergio Mathematical Statistics and Learning, Vol. 2, Issue 2 https://doi.org/10.4171/MSL/13	journal	July 2020
Controlled Sensing for Multihypothesis Testing Nitinawarat, Sirin; Atia, George K.; Veeravalli, Venugopal V. IEEE Transactions on Automatic Control, Vol. 58, Issue 10 https://doi.org/10.1109/TAC.2013.2261188	journal	October 2013
Hypothesis testing and information theory Blahut, R. IEEE Transactions on Information Theory, Vol. 20, Issue 4 https://doi.org/10.1109/TIT.1974.1055254	journal	July 1974
Sequential Anomaly Detection Under a Nonlinear System Cost Gurevich, Andrey; Cohen, Kobi; Zhao, Qing IEEE Transactions on Signal Processing, Vol. 67, Issue 14 https://doi.org/10.1109/TSP.2019.2918981	journal	July 2019
Learning to Detect an Oddball Target Vaidhiyan, Nidhin Koshy; Sundaresan, Rajesh IEEE Transactions on Information Theory, Vol. 64, Issue 2 https://doi.org/10.1109/TIT.2017.2778264	journal	February 2018
Active hypothesis testing on a tree: Anomaly detection under hierarchical observations Wang, Chao; Cohen, Kobi; Zhao, Qing 2017 IEEE International Symposium on Information Theory (ISIT) https://doi.org/10.1109/ISIT.2017.8006677	conference	June 2017
Neural Dissimilarity Indices That Predict Oddball Detection in Behaviour Vaidhiyan, Nidhin Koshy; Arun, S. P.; Sundaresan, Rajesh IEEE Transactions on Information Theory, Vol. 63, Issue 8 https://doi.org/10.1109/TIT.2017.2707485	journal	August 2017
Extrinsic Jensen–Shannon Divergence: Applications to Variable-Length Coding Naghshvar, Mohammad; Javidi, Tara; Wigger, Michele IEEE Transactions on Information Theory, Vol. 61, Issue 4 https://doi.org/10.1109/TIT.2015.2401004	journal	April 2015

Similar Records

A GENERAL RELATIVISTIC NULL HYPOTHESIS TEST WITH EVENT HORIZON TELESCOPE OBSERVATIONS OF THE BLACK HOLE SHADOW IN Sgr A*

Journal Article · 2015 · Astrophysical Journal · OSTI ID:22521851

Psaltis, Dimitrios; Özel, Feryal; Chan, Chi-Kwan; +1 more

HARD X-RAY LAGS IN ACTIVE GALACTIC NUCLEI: TESTING THE DISTANT REVERBERATION HYPOTHESIS WITH NGC 6814

Journal Article · 2013 · Astrophysical Journal Letters · OSTI ID:22215381

Walton, D. J.; Harrison, F. A.; Zoghbi, A.; +7 more

Adaptive Graph-Constrained Group Testing

Journal Article · 2022 · IEEE Transactions on Signal Processing · OSTI ID:1980590

Sihag, Saurabh; Tajer, Ali; Mitra, Urbashi

Related Subjects

Automation & Control Systems
Engineering

Fixed-Horizon Active Hypothesis Testing

Citation Formats

References (20)

Similar Records

Related Subjects