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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SDG 2 Zero Hunger -
SDG 3 Good Health and Well-being -
SDG 5 Gender Equality -
SDG 7 Affordable and Clean Energy -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production -
SDG 13 Climate Action -
SDG 16 Peace, Justice and Strong Institutions
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Collaborations and top research areas from the last five years
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Collaborative Research: ECCS-CCSS Core: Resonant-Beam based Optical-Wireless Communication
Giannakis, G. B. (PI)
THE NATIONAL SCIENCE FOUNDATION
5/1/24 → 4/30/27
Project: Research project
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Robust Learning over Graphs
Giannakis, G. B. (PI)
THE NATIONAL SCIENCE FOUNDATION
6/1/23 → 5/31/27
Project: Research project
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IMR:MM-1C: Learning-driven Models for 5G Internet Measurements
Giannakis, G. B. (PI), Qian, F. (PI) & Zhang, Z.-L. (PI)
THE NATIONAL SCIENCE FOUNDATION
10/1/22 → 9/30/26
Project: Research project
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MoDL: Analytical Foundations for Deep Learning and Inference over Graphs
Calder, J. (PI), Giannakis, G. B. (PI) & Zhang, Z.-L. (PI)
THE NATIONAL SCIENCE FOUNDATION
7/1/22 → 12/31/26
Project: Research project
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CCSS: Online Learning for IoT Monitoring and Management
Giannakis, G. B. (PI)
THE NATIONAL SCIENCE FOUNDATION
9/1/21 → 8/31/25
Project: Research project
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Deploying AI for Signal Processing Education: Selected challenges and intriguing opportunities [Special Issue on Artificial Intelligence for Education: A Signal Processing Perspective]
Haupt, J., Lu, Q., Shen, Y., Chen, J., Dong, Y., McCreary, D., Akcakaya, M. & Giannakis, G. B., 2026, In: IEEE Signal Processing Magazine. 43, 1, p. 32-46 15 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Scopus citations -
Efficient 3D Reconstruction in Noisy Agricultural Environments: A Bayesian Optimization Perspective for View Planning
Bacharis, A., Polyzos, K. D., Nelson, H. J., Giannakis, G. B. & Papanikolopoulos, N., 2025, In: IEEE Robotics and Automation Letters. 10, 12, p. 13105-13112 8 p.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Scopus citations -
Learning From Crowdsourced Noisy Labels: A signal processing perspective
Ibrahim, S., Traganitis, P., Fu, X. & Giannakis, G. B., 2025, In: IEEE Signal Processing Magazine. 42, 3, p. 84-106 23 p.Research output: Contribution to journal › Article › peer-review
2 Link opens in a new tab Scopus citations -
Online scalable Gaussian processes with conformal prediction for guaranteed coverage
Xu, J., Lu, Q. & Giannakis, G. B., 2025, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.Research output: Contribution to journal › Conference article › peer-review
4 Link opens in a new tab Scopus citations -
Preconditioned Sharpness-Aware Minimization: Unifying Analysis and a Novel Learning Algorithm
Zhang, Y., Li, B. & Giannakis, G. B., 2025, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.Research output: Contribution to journal › Conference article › peer-review
2 Link opens in a new tab Scopus citations