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Robust Bayesian Learning for Reliable Wireless AI: Framework and Applications


Jul 01, 2022
Matteo Zecchin, Sangwoo Park, Osvaldo Simeone, Marios Kountouris, David Gesbert

* Submitted for publication 

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Communication-Efficient Distributionally Robust Decentralized Learning


May 31, 2022
Matteo Zecchin, Marios Kountouris, David Gesbert

* Manuscript submitted for publication 

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Blind Goal-Oriented Massive Access for Future Wireless Networks


May 14, 2022
Sajad Daei, Marios Kountouris


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Affine Frequency Division Multiplexing for Next Generation Wireless Communications


May 03, 2022
Ali Bemani, Nassar Ksairi, Marios Kountouris

* Submitted to IEEE Transactions on Wireless Communications 

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Low complexity equalization for AFDM in doubly dispersive channels


Mar 07, 2022
Ali Bemani, Nassar Ksairi, Marios Kountouris

* Accepted in 2022 IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE ICASSP 2022 

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Robust PAC$^m$: Training Ensemble Models Under Model Misspecification and Outliers


Mar 03, 2022
Matteo Zecchin, Sangwoo Park, Osvaldo Simeone, Marios Kountouris, David Gesbert

* Submitted to IEEE Transactions on Neural Networks and Learning Systems 

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UAV-Aided Decentralized Learning over Mesh Networks


Mar 02, 2022
Matteo Zecchin, David Gesbert, Marios Kountouris

* Submitted to the 30th European Signal Processing Conference, EUSIPCO 2022 

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Coded ResNeXt: a network for designing disentangled information paths


Feb 10, 2022
Apostolos Avranas, Marios Kountouris


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Asynchronous Decentralized Learning over Unreliable Wireless Networks


Feb 02, 2022
Eunjeong Jeong, Matteo Zecchin, Marios Kountouris


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