Georgios B Giannakis

Professor, Electrical and Computer Engineering
Director, Digital Technology Center

Accepting PhD Students

Research activity per year

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Expertise related to UN SDGs

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

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1 Active
25 Finished

CIF: Medium: Adaptive Diffusions for Scalable and Robust Learning over Graphs
Giannakis, G. B. & Nikolakopoulos, A.
National Science Foundation
10/1/19 → 9/30/22
Project: Research project
IEEE SPS Summer School on Network- and Data-driven Learning: Fundamentals and Applications
Giannakis, G. B.
INST ELECTRICAL & ELECTRONICS ENG (IEEE)
3/20/19 → 5/24/19
Project: Research project
CCSS: Collaborative Research: Learn-and-Adapt to Optimal
Giannakis, G. B.
National Science Foundation
7/1/17 → 6/30/20
Project: Research project
EAGER-DynamicData: Dynamic Data-Driven Random Sampling a
Giannakis, G. B.
National Science Foundation
9/15/15 → 8/31/18
Project: Research project
Comprehensive Tactical Network State Inference from Inco
Giannakis, G. B.
US DEPT OF DEFENSE ARMY
9/1/15 → 8/31/17
Project: Research project

552 Article
465 Conference contribution
97 Conference article
39 Paper
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Constrained clustering using Gaussian processes
Traganitis, P. A. & Giannakis, G. B., Jan 24 2021, 28th European Signal Processing Conference, EUSIPCO 2020 - Proceedings. European Signal Processing Conference, EUSIPCO, p. 1457-1461 5 p. 9287331. (European Signal Processing Conference; vol. 2021-January).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Node Embedding with Adaptive Similarities for Scalable Learning over Graphs
Berberidis, D. & Giannakis, G. B., Feb 1 2021, In: IEEE Transactions on Knowledge and Data Engineering. 33, 2, p. 637-650 14 p., 8778744.
Research output: Contribution to journal › Article › peer-review
Active Learning with Unsupervised Ensembles of Classifiers
Traganitis, P. A., Berberidis, D. & Giannakis, G. B., May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3967-3971 5 p. 9053945. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
A Variational Bayes Approach to Adaptive Radio Tomography
Lee, D. & Giannakis, G. B., 2020, In: IEEE Transactions on Signal Processing. 68, p. 3779-3792 14 p., 9121745.
Research output: Contribution to journal › Article › peer-review
Bandit online learning with unknown delays
Li, B., Chen, T. & Giannakis, G. B., Jan 1 2020.
Research output: Contribution to conference › Paper › peer-review
1 Scopus citations