Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
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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Collaborations and top research areas from the last five years
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Collaborative Research: CIF: Medium: Robust Learning over Graphs
6/1/23 → 5/31/26
Project: Research project
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IMR:MM-1C: Learning-driven Models for 5G Internet Measurements
THE NATIONAL SCIENCE FOUNDATION
10/1/22 → 9/30/25
Project: Research project
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IMR: MM-1C: Learning-driven Models for 5G Internet Measurements
10/1/22 → 9/30/25
Project: Research project
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CIF: III: Medium: MoDL+: Analytical Foundations for Deep Learning and Inference over Graphs
Calder, J., Zhang, Z. & Giannakis, G. B.
7/1/22 → 6/30/25
Project: Research project
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Bayesian Optimization for Online Management in Dynamic Mobile Edge Computing
Yan, J., Lu, Q. & Giannakis, G. B., Apr 1 2024, In: IEEE Transactions on Wireless Communications. 23, 4, p. 3425-3436 12 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Autoregressive graph Volterra models and applications
Yang, Q., Coutino, M., Leus, G. & Giannakis, G. B., Dec 2023, In: Eurasip Journal on Advances in Signal Processing. 2023, 1, 4.Research output: Contribution to journal › Article › peer-review
Open Access -
Bayesian Optimization with Ensemble Learning Models and Adaptive Expected Improvement
Polyzos, K. D., Lu, Q. & Giannakis, G. B., 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2023-June).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Scopus citations -
Bayesian Self-Supervised Learning Using Local and Global Graph Information
Polyzos, K. D., Sadeghi, A. & Giannakis, G. B., 2023, 2023 IEEE 9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2023. Institute of Electrical and Electronics Engineers Inc., p. 256-260 5 p. (2023 IEEE 9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Fast Inverter Control by Learning the OPF Mapping Using Sensitivity-Informed Gaussian Processes
Jalali, M., Singh, M. K., Kekatos, V., Giannakis, G. B. & Liu, C. C., May 1 2023, In: IEEE Transactions on Smart Grid. 14, 3, p. 2432-2445 14 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations