Georgios B. Giannakis

Engineering · Physical Sciences

137h-index71.4kcitations1.5kworks0.52yr avg
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Research Topics

Advanced Wireless Communication Techniques(282), Wireless Communication Networks Research(236), Blind Source Separation Techniques(196), Cooperative Communication and Network Coding(193), Advanced MIMO Systems Optimization(181)

Publications1.5k total

ANCRe: Adaptive Neural Connection Reassignment for Efficient Depth Scaling
arXiv (Cornell University)·2026Open Access
Topology Identification and Inference over Graphs
arXiv (Cornell University)·2025Open Access
Efficient 3D Reconstruction in Noisy Agricultural Environments: A Bayesian Optimization Perspective for View Planning
IEEE Robotics and Automation Letters·2025
Conformalized Gaussian processes for online uncertainty quantification over graphs
arXiv (Cornell University)·2025Open Access
BOSfM: A View Planning Framework for Optimal 3D Reconstruction of Agricultural Scenes
arXiv (Cornell University)·2025Open Access
VASSO: Variance Suppression for Sharpness-Aware Minimization
arXiv (Cornell University)·2025Open Access
Learnable Loss Geometries with Mirror Descent for Scalable and Convergent Meta-Learning
arXiv (Cornell University)·2025Open Access
Learning From Crowdsourced Noisy Labels: A signal processing perspective
IEEE Signal Processing Magazine·2025· 3 cited
Preconditioned Sharpness-Aware Minimization: Unifying Analysis and a Novel Learning Algorithm
2025
Online scalable Gaussian processes with conformal prediction for guaranteed coverage
2025· 1 cited
Seeded Optical Cavity for Resonant Beam-Based Communication
IEEE Access·2025Open Access
Kernel-Driven Self-Supervision for Multi-View Learning Over Graphs
2024
Bayesian Active Learning for Sample Efficient 5G Radio Map Reconstruction
IEEE Transactions on Wireless Communications·2024· 1 cited
Online scalable Gaussian processes with conformal prediction for guaranteed coverage
arXiv (Cornell University)·2024Open Access
Ensembles of Informative Representations for Self-Supervised Learning
2024
Learning From Crowdsourced Noisy Labels: A Signal Processing Perspective
arXiv (Cornell University)·2024· 2 citedOpen Access
Active labeling for online ensemble learning
2024
Robust Meta-Learning over Graphs with Graph Neural Networks
2024· 1 cited
Towards Fast Hard-Constrained Parallel Transmit Design in Ultrahigh Field MRI with Physics-Driven Neural Networks
2024Open Access
Meta-Learning With Versatile Loss Geometries for Fast Adaptation Using Mirror Descent
2024
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Frequent Co-authors

Alejandro Ribeiro(6), Zhi Tian(3), Zhengdao Wang(3), Anna Scaglione(3), Sergio Barbarossa(3), Hao Zhu(3), Cihan Tepedelenlioğlu(3), Juan Andrés Bazerque(3), Shengli Zhou(3), Qian Liu(2), Sheng Zhou(2), Xiaodong Cai(2), Ioannis D. Schizas(2), Emiliano Dall’Anese(2), Nicholas D. Sidiropoulos(2), Rasmus Bro(2), Gonzalo Mateos(2), Xiaoli Ma(2), Xin Yan(2), Ali A. Abdi(2)