1. ZECCHIN Matteo
  2. ZECCHIN Matteo
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ZECCHIN Matteo

Journal

Mestoukirdi, Mohamad; Zecchin, Matteo; Gesbert, David; Li, Qianrui

User-centric federated learning: Trading off wireless resources for personalization

IEEE Transactions on Machine Learning in Communications and Networking, 17 October 2023
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Journal

Zecchin, Matteo; Park, Sangwoo; Simeone, Osvaldo; Kountouris, Marios; Gesbert, David

Robust PACm: Training ensemble models under model misspecification and outliers

IEEE Transactions on Neural Networks and Learning Systems, Vol.35, N°11, 24 July 2023
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Journal

Zecchin, Matteo; Park, Sangwoo; Simeone, Osvaldo, Kountouris, Marios; Gesbert, David

Robust Bayesian learning for reliable wireless AI: Framework and applications

IEEE Transactions on Cognitive Communications and Networking, 24 March 2023
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Journal

Gogolashvili, Davit; Zecchin, Matteo; Kanagawa, Motonobu; Kountouris, Marios; Filippone, Maurizio

When is importance weighting correction needed for covariate shift adaptation?

Submitted to ArXiV, 7 March 2023
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Thesis

Zecchin, Matteo

Robust machine learning approaches to wireless communication networks

Thesis
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Conference

Zecchin, Matteo; Park, Sangwoo; Simeone, Osvaldo, Kountouris, Marios; Gesbert, David

Robust Bayesian learning for reliable wireless AI: Framework and applications

WindMill 2022, 4-9 September 2022, Zurich, Switzerland
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ARXIV
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Conference

Zecchin, Matteo; Gesbert, David; Kountouris, Marios

UAV-aided decentralized learning over mesh networks

EUSIPCO 2022, 30th European Signal Processing Conference, August 29-September 2, 2022, Belgrade, Serbia
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Journal

Zecchin, Matteo; Kountouris, Marios; Gesbert, David

Communication-efficient distributionally robust decentralized learning

Transactions on Machine Learning Research Journal, December 2022
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Conference

Jeong, Eunjeong; Zecchin, Matteo; Kountouris, Marios

Asynchronous decentralized learning over unreliable wireless networks

ICC 2022, IEEE 1st International Workshop on Semantic Communications, 16-20 May 2022, Seoul, South Korea (Virtual Event)
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Journal

Zecchin, Matteo; Boloursaz Mashhadi, Mahdi; Jankowski, Mikolaj; Gündüz, Deniz; Kountouris, Marios; Gesbert, David

LIDAR and position-aided mmWave beam selection with non-local CNNs and curriculum training

IEEE Transactions on Vehicular Technology, Vol. 71, N°3, March 2022
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