1. ZECCHIN Matteo
  2. ZECCHIN Matteo
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ZECCHIN Matteo

Journal

Zecchin, Matteo; Ganesan, Unnikrishnan Kunnath; Durisi, Giuseppe; Popovski, Petar; Simeone, Osvaldo

Prediction-powered communication with distortion guarantees

IEEE Journal on Selected Areas in Information Theory, 27 February 2026
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Report

Zecchin, Matteo; Simeone, Osvaldo; Ramdas, Aaditya

Universal sequential changepoint detection of quantum observables via classical shadows

Submitted to ArXiV, 12 February 2026
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ARXIV
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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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ARXIV
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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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ARXIV
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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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ARXIV
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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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ARXIV
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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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ARXIV
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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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ARXIV
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