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Georgios Fellouris

Profile picture for Georgios Fellouris

Contact Information

605 E. Springfield Ave.
M/C 374
Champaign, IL 61820
Department Associate Chair
Associate Professor

Biography

Associate Professor, Department of Statistics, University of Illinois at Urbana-Champaign, 2020 – present

Assistant Professor, Department of Statistics, University of Illinois at Urbana-Champaign, 2013 – 2020

Faculty Affiliate, Coordinated Science Laboratory, University of Illinois at Urbana-Champaign, 2015 - present

Faculty Affiliate, Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, 2019 - present

Postdoctoral Research Associate, Department of Mathematics, University of Southern California, 2010-2013

Research Interests

Sequential hypothesis testing; Quickest change detection; Sequential parameter estimation; Sequential design.
Decision making under communication constraints.
Educational measurement and cognitive assessment.

Education

PhD, Statistics, Columbia University, 2010
M. Phil, Statistics, Columbia University, 2010
M.A., Statistics, Columbia University, 2006
M.S., Mathematical Modeling in Modern Technologies & the Economy, National Technical University of Athens, Athens, Greece, 2005
Diploma in Applied Mathematics, National Technical University of Athens, Athens, Greece, 2004

Additional Campus Affiliations

Associate Chair, Statistics
Associate Professor, Statistics
Associate Professor, Electrical and Computer Engineering
Associate Professor, Coordinated Science Lab

Recent Publications

Song, Y., & Fellouris, G. (2024). Change acceleration and detection. Annals of Statistics, 52(3), 1050-1075. https://doi.org/10.1214/24-AOS2382

Veeravalli, V. V., Fellouris, G., & Moustakides, G. V. (2024). Quickest Change Detection with Controlled Sensing. IEEE Journal on Selected Areas in Information Theory, 5, 1-11. https://doi.org/10.1109/JSAIT.2024.3362324

Warner, A., & Fellouris, G. (2024). Sequential change diagnosis revisited and the Adaptive Matrix CuSum. Bernoulli, 30(3), 2228-2252. https://doi.org/10.3150/23-BEJ1671

Mei, Y., Bartroff, J., Chen, J., Fellouris, G., & Zhang, R. (2023). Editorial to the special issue: modern streaming data analytics. Journal of Applied Statistics, 50(14), 2857-2861. https://doi.org/10.1080/02664763.2023.2247646

Tsopelakos, A., & Fellouris, G. (2023). Sequential Anomaly Detection Under Sampling Constraints. IEEE Transactions on Information Theory, 69(12), 8126-8146. https://doi.org/10.1109/TIT.2022.3177142

View all publications on Illinois Experts