Kostas Berberidis

University of Patras — Greece

Engineering · Physical Sciences

24h-index2.2kcitations221works0.82yr avg
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Research Topics

Advanced Adaptive Filtering Techniques(56), Advanced Wireless Communication Techniques(45), Blind Source Separation Techniques(43), Advanced MIMO Systems Optimization(41), Cooperative Communication and Network Coding(32)

Publications221 total

Risk-Aware Decentralized Federated Learning with Intermittent Communications
2025
Distributed Learning on Non-IID Data via Partially Adaptive Cooperations
2025
Improving Wideband Massive MIMO Channel Estimation With UAV State-Space Information
IEEE Transactions on Vehicular Technology·2025· 2 cited
A Pre-Activation Residual Convolutional Network With Attention Modules for High-Resolution Segmented EEG Emotion Recognition
IEEE Access·2025· 1 citedOpen Access
Neighbor Selecting Cooperation Strategies for Distributed Learning
2024· 1 cited
Privacy-Preserving Federated Deep-Equilibrium Learning for Medical Image Classification
2024· 1 cited
Extending Online 4D Situational Awareness in Connected and Automated Vehicles
IEEE Transactions on Intelligent Vehicles·2023· 10 citedOpen Access
Velocity-aided Channel Estimation for Spatially Selective mmWave Massive MIMO Communications
2023· 2 cited
Deep Equilibrium Models Meet Federated Learning
2023· 3 cited
A Deep Unrolling Model with Hybrid Optimization Structure for Hyperspectral Image Deconvolution
arXiv (Cornell University)·2023Open Access
Deep Equilibrium Models Meet Federated Learning
arXiv (Cornell University)·2023Open Access
A Highly Interpretable Deep Equilibrium Network for Hyperspectral Image Deconvolution
2023· 5 cited
Fully Distributed Federated Learning with Efficient Local Cooperations
2023· 6 cited
Cooperative Five Degrees Of Freedom Motion Estimation For A Swarm Of Autonomous Vehicles
2023· 2 cited
Cost-efficient coupled learning methods for recovering near-infrared information from RGB signals: Application in precision agriculture
Computers and Electronics in Agriculture·2023· 19 cited
Connections Between Deep Equilibrium and Sparse Representation Models With Application to Hyperspectral Image Denoising
IEEE Transactions on Image Processing·2023· 31 cited
Channel Estimation for UAV-based mmWave Massive MIMO Communications with Beam Squint
2022 30th European Signal Processing Conference (EUSIPCO)·2022· 10 cited
EUSIPCO 2021 Organizing Committee
2022 30th European Signal Processing Conference (EUSIPCO)·2022Open Access
Technical Program Committee
2022 30th European Signal Processing Conference (EUSIPCO)·2022Open Access
Robustifying cooperative awareness in autonomous vehicles through local information diffusion
2022 IEEE 20th International Conference on Industrial Informatics (INDIN)·2022· 4 cited
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Frequent Co-authors

Aris S. Lalos(10), Athanasios A. Rontogiannis(10), Dimitris Ampeliotis(8), Christos G. Tsinos(6), Jorge Plata-Chaves(6), Sergios Theodoridis(5), Nikola Bogdanović(5), Evangelos Vlachos(5), George C. Alexandropoulos(3), George A. Ropokis(3), Emmanouil Ζ. Psarakis(3), Nikos Piperigkos(3), Ioannis Krikidis(2), Irene G. Karybali(2), Nikos C. Sagias(2), P. Takis Mathiopoulos(2), Αλέξανδρος Γκίλλας(2), Christos Anagnostopoulos(2), A. Antonakoudi(2), George-Othon Glentis(1)