Georgios Fellouris

2025

Asymptotically optimal sequential multiple testing with asynchronous decisions

Xing, Y. & Fellouris, G., Feb 2025, In: Bernoulli. 31, 1, p. 271-294 24 p.

Research output: Contribution to journal › Article › peer-review

Open Access

2024

Asymptotically optimal multistage tests for multihypothesis testing

Xing, Y. & Fellouris, G., 2024, 2024 IEEE International Symposium on Information Theory, ISIT 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 837-842 6 p. (IEEE International Symposium on Information Theory - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Change acceleration and detection

Song, Y. & Fellouris, G., Jun 2024, In: Annals of Statistics. 52, 3, p. 1050-1075 26 p.

Research output: Contribution to journal › Article › peer-review

JOINT SEQUENTIAL DETECTION AND ISOLATION FOR DEPENDENT DATA STREAMS

Chaudhuri, A. & Fellouris, G., Oct 2024, In: Annals of Statistics. 52, 5, p. 1899-1926 28 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Joint Sequential Detection and Isolation of Anomalies under Composite Hypotheses

Chaudhuri, A. & Fellouris, G., 2024, 2024 IEEE International Symposium on Information Theory, ISIT 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1486-1491 6 p. (IEEE International Symposium on Information Theory - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Quickest Change Detection with Controlled Sensing

Veeravalli, V. V., Fellouris, G. & Moustakides, G. V., 2024, In: IEEE Journal on Selected Areas in Information Theory. 5, p. 1-11 11 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Round Robin Active Sequential Change Detection for Dependent Multi-Channel Data

Chaudhuri, A., Fellouris, G. & Tajer, A., 2024, (Accepted/In press) In: IEEE Transactions on Information Theory. 70, 12, p. 9327-9351 25 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Sequential change diagnosis revisited and the Adaptive Matrix CuSum

Warner, A. & Fellouris, G., Aug 2024, In: Bernoulli. 30, 3, p. 2228-2252 25 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Worst-Case Misidentification Control in Sequential Change Diagnosis Using the Min-CuSum

Warner, A. & Fellouris, G., 2024, In: IEEE Transactions on Information Theory. 70, 11, p. 8364-8377 14 p.

Research output: Contribution to journal › Article › peer-review

Open Access

2023

Editorial to the special issue: modern streaming data analytics

Mei, Y., Bartroff, J., Chen, J., Fellouris, G. & Zhang, R., 2023, In: Journal of Applied Statistics. 50, 14, p. 2857-2861 5 p.

Research output: Contribution to journal › Editorial › peer-review

Open Access

Sequential Anomaly Detection Under Sampling Constraints

Tsopelakos, A. & Fellouris, G., Dec 1 2023, In: IEEE Transactions on Information Theory. 69, 12, p. 8126-8146 21 p.

Research output: Contribution to journal › Article › peer-review

Signal Recovery with Multistage Tests and Without Sparsity Constraints

Xing, Y. & Fellouris, G., Nov 1 2023, In: IEEE Transactions on Information Theory. 69, 11, p. 7220-7245 26 p.

Research output: Contribution to journal › Article › peer-review

Open Access

2022

Asymptotically optimal multistage tests for iid data

Xing, Y. & Fellouris, G., 2022, 2022 IEEE International Symposium on Information Theory, ISIT 2022. Institute of Electrical and Electronics Engineers Inc., p. 2985-2990 6 p. (IEEE International Symposium on Information Theory - Proceedings; vol. 2022-June).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

CuSum for sequential change diagnosis

Warner, A. & Fellouris, G., 2022, 2022 IEEE International Symposium on Information Theory, ISIT 2022. Institute of Electrical and Electronics Engineers Inc., p. 486-491 6 p. (IEEE International Symposium on Information Theory - Proceedings; vol. 2022-June).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Quickest Change Detection with Controlled Sensing

Fellouris, G. & Veeravalli, V. V., 2022, 2022 IEEE International Symposium on Information Theory, ISIT 2022. Institute of Electrical and Electronics Engineers Inc., p. 1921-1926 6 p. (IEEE International Symposium on Information Theory - Proceedings; vol. 2022-June).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

2021

Sequential Change Detection of a Correlation Structure under a Sampling Constraint

Chaudhuri, A., Fellouris, G. & Tajer, A., Jul 12 2021, 2021 IEEE International Symposium on Information Theory, ISIT 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 605-610 6 p. (IEEE International Symposium on Information Theory - Proceedings; vol. 2021-July).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2020

Sequential anomaly detection with observation control under a generalized error metric

Tsopelakos, A. & Fellouris, G., Jun 2020, 2020 IEEE International Symposium on Information Theory, ISIT 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1165-1170 6 p. 9174081. (IEEE International Symposium on Information Theory - Proceedings; vol. 2020-June).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Sequential Detection and Isolation of a Correlated Pair

Chaudhuri, A. & Fellouris, G., Jun 2020, 2020 IEEE International Symposium on Information Theory, ISIT 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1141-1146 6 p. 9174318. (IEEE International Symposium on Information Theory - Proceedings; vol. 2020-June).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2019

Quickest change detection under transient dynamics: Theory and asymptotic analysis

Zou, S., Fellouris, G. & Veeravalli, V. V., Mar 2019, In: IEEE Transactions on Information Theory. 65, 3, p. 1397-1412 16 p., 8509641.

Research output: Contribution to journal › Article › peer-review

Open Access

Sequential anomaly detection with observation control

Tsopelakos, A., Fellouris, G. & Veeravalli, V. V., Jul 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2389-2393 5 p. 8849555. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Sequential multiple testing with generalized error control: An asymptotic optimality theory ¹

Song, Y. & Fellouris, G., Jan 2019, In: Annals of Statistics. 47, 3, p. 1776-1803 28 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Statistical Foundations for Computerized Adaptive Testing with Response Revision

Wang, S., Fellouris, G. & Chang, H. H., Jun 15 2019, In: Psychometrika. 84, 2, p. 375-394 20 p.

Research output: Contribution to journal › Article › peer-review

2018

Efficient Byzantine Sequential Change Detection

Fellouris, G., Bayraktar, E. & Lai, L., May 2018, In: IEEE Transactions on Information Theory. 64, 5, p. 3346-3360 15 p.

Research output: Contribution to journal › Article › peer-review

Open Access

2017

Asymptotically optimal, sequential, multiple testing procedures with prior information on the number of signals

Song, Y. & Fellouris, G., 2017, In: Electronic Journal of Statistics. 11, 1, p. 338-363 26 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Asymptotic optimality of D-CuSum for quickest change detection under transient dynamics

Zou, S., Fellouris, G. & Veeravalli, V. V., Aug 9 2017, 2017 IEEE International Symposium on Information Theory, ISIT 2017. Institute of Electrical and Electronics Engineers Inc., p. 2263-2267 5 p. 8006932. (IEEE International Symposium on Information Theory - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Computerized adaptive testing that allows for response revision: Design and asymptotic theory

Wang, S., Fellouris, G. & Chang, H. H., Oct 2017, In: Statistica Sinica. 27, 4, p. 1987-2010 24 p.

Research output: Contribution to journal › Article › peer-review

Multichannel sequential detection-part I: Non-i.i.d. data

Fellouris, G. & Tartakovsky, A. G., Jul 2017, In: IEEE Transactions on Information Theory. 63, 7, p. 4551-4571 21 p., 7890469.

Research output: Contribution to journal › Article › peer-review

Open Access

Multistream quickest change detection: Asymptotic optimality under a sparse signal

Fellouris, G., Moustakides, G. V. & Veeravalli, V. V., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6444-6447 4 p. 7953397. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Scalable multichannel joint sequential change detection and isolation

Banerjee, S. & Fellouris, G., Aug 9 2017, 2017 IEEE International Symposium on Information Theory, ISIT 2017. Institute of Electrical and Electronics Engineers Inc., p. 3095-3099 5 p. 8007099. (IEEE International Symposium on Information Theory - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2016

Decentralized sequential change detection with ordered CUSUMs

Banerjee, S. & Fellouris, G., Aug 10 2016, Proceedings - ISIT 2016; 2016 IEEE International Symposium on Information Theory. Institute of Electrical and Electronics Engineers Inc., p. 36-40 5 p. 7541256. (IEEE International Symposium on Information Theory - Proceedings; vol. 2016-August).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Discussion on “Sequential detection/isolation of abrupt changes” by Igor V. Nikiforov

Fellouris, G., Jul 2 2016, In: Sequential Analysis. 35, 3, p. 311-315 5 p.

Research output: Contribution to journal › Article › peer-review

Logarithmically efficient simulation for misclassification probabilities in sequential multiple testing

Song, Y. & Fellouris, G., Jul 2 2016, 2016 Winter Simulation Conference: Simulating Complex Service Systems, WSC 2016. Roeder, T. M., Frazier, P. I., Szechtman, R. & Zhou, E. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 314-325 12 p. 7822099. (Proceedings - Winter Simulation Conference; vol. 0).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Second-Order Asymptotic Optimality in Multisensor Sequential Change Detection

Fellouris, G. & Sokolov, G., Jun 2016, In: IEEE Transactions on Information Theory. 62, 6, p. 3662-3675 14 p., 7445238.

Research output: Contribution to journal › Article › peer-review

Open Access

Sequential detection of learning in cognitive diagnosis

Ye, S., Fellouris, G., Culpepper, S. & Douglas, J., May 1 2016, In: British Journal of Mathematical and Statistical Psychology. 69, 2, p. 139-158 20 p.

Research output: Contribution to journal › Article › peer-review

2013

Almost optimal sequential tests of discrete composite hypotheses

Fellouris, G. & Tartakovsky, A. G., Jul 2013, In: Statistica Sinica. 23, 4, p. 1717-1741 25 p.

Research output: Contribution to journal › Article › peer-review

Optimal sequential change detection for fractional diffusion-type processes

Chronopoulou, A. & Fellouris, G., Mar 2013, In: Journal of Applied Probability. 50, 1, p. 29-41 13 p.

Research output: Contribution to journal › Article › peer-review

Unstructured sequential testing in sensor networks

Fellouris, G. & Tartakovsky, A., 2013, 2013 IEEE 52nd Annual Conference on Decision and Control, CDC 2013. Institute of Electrical and Electronics Engineers Inc., p. 4784-4789 6 p. 6760639. (Proceedings of the IEEE Conference on Decision and Control).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

2012

Nearly Minimax One-Sided Mixture-Based Sequential Tests

Fellouris, G. & Tartakovsky, A. G., Jul 2012, In: Sequential Analysis. 31, 3, p. 297-325 29 p.

Research output: Contribution to journal › Article › peer-review

2011

Decentralized sequential hypothesis testing using asynchronous communication

Fellouris, G. & Moustakides, G. V., Jan 2011, In: IEEE Transactions on Information Theory. 57, 1, p. 534-548 15 p., 5673703.

Research output: Contribution to journal › Article › peer-review

Open Access

2008

Asymptotically optimum tests for decentralized sequential testing in continuous time

Fellouris, G. & Moustakides, G. V., 2008, Proceedings of the 11th International Conference on Information Fusion, FUSION 2008. 4632360. (Proceedings of the 11th International Conference on Information Fusion, FUSION 2008).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Georgios Fellouris

Research output

Search results