Dynamic Resource Optimization for Adaptive Federated Learning at the Wireless Network Edge
Lorenzo, Paolo Di, Battiloro, Claudio, Merluzzi, Mattia, Barbarossa, Sergio
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.01.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.01.2021)
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Conference Proceeding
Topological Neural Networks over the Air
Fiorellino, Simone, Battiloro, Claudio, Di Lorenzo, Paolo
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
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Conference Proceeding
Topological Slepians: Maximally Localized Representations of Signals Over Simplicial Complexes
Battiloro, Claudio, Di Lorenzo, Paolo, Barbarossa, Sergio
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Stability of Graph Convolutional Neural Networks Through The Lens of Small Perturbation Analysis
Testa, Lucia, Battiloro, Claudio, Sardellitti, Stefania, Barbarossa, Sergio
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
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Conference Proceeding
Dynamic Resource Optimization for Adaptive Federated Learning Empowered by Reconfigurable Intelligent Surfaces
Battiloro, Claudio, Merluzzi, Mattia, Di Lorenzo, Paolo, Barbarossa, Sergio
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding
Graph Convolutional Networks With Autoencoder-Based Compression And Multi-Layer Graph Learning
Giusti, Lorenzo, Battiloro, Claudio, Di Lorenzo, Paolo, Barbarossa, Sergio
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding
Topological Signal Processing Over Weighted Simplicial Complexes
Battiloro, Claudio, Sardellitti, Stefania, Barbarossa, Sergio, Lorenzo, Paolo Di
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Distributed Tensor Completion Over Networks
Battiloro, Claudio, Lorenzo, Paolo Di
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
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Conference Proceeding
Dynamic Resource Optimization for Decentralized Signal Estimation in Energy Harvesting Wireless Sensor Networks
Lorenzo, Paolo Di, Battiloro, Claudio, Banelli, Paolo, Barbarossa, Sergio
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
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Conference Proceeding
Higher-Order Topological Directionality and Directed Simplicial Neural Networks
Lecha, Manuel, Cavallo, Andrea, Dominici, Francesca, Isufi, Elvin, Battiloro, Claudio
Year of Publication 12.09.2024
Year of Publication 12.09.2024
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Journal Article
Dynamic Relative Representations for Goal-Oriented Semantic Communications
Fiorellino, Simone, Battiloro, Claudio, Strinati, Emilio Calvanese, Di Lorenzo, Paolo
Year of Publication 25.03.2024
Year of Publication 25.03.2024
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Journal Article
Stability of Graph Convolutional Neural Networks through the lens of small perturbation analysis
Testa, Lucia, Battiloro, Claudio, Sardellitti, Stefania, Barbarossa, Sergio
Year of Publication 20.12.2023
Year of Publication 20.12.2023
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Journal Article
Energy-Efficient Classification at the Wireless Edge with Reliability Guarantees
Merluzzi, Mattia, Battiloro, Claudio, Di Lorenzo, Paolo, Strinati, Emilio Calvanese
Published in 2022 IEEE International Conference on Communications Workshops (ICC Workshops) (16.05.2022)
Published in 2022 IEEE International Conference on Communications Workshops (ICC Workshops) (16.05.2022)
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Conference Proceeding
Parametric Dictionary Learning for Topological Signal Representation
Battiloro, Claudio, Di Lorenzo, Paolo, Ribeiro, Alejandro
Published in 2023 31st European Signal Processing Conference (EUSIPCO) (04.09.2023)
Published in 2023 31st European Signal Processing Conference (EUSIPCO) (04.09.2023)
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Conference Proceeding
Topological Signal Processing over Weighted Simplicial Complexes
Battiloro, Claudio, Sardellitti, Stefania, Barbarossa, Sergio, Di Lorenzo, Paolo
Year of Publication 16.02.2023
Year of Publication 16.02.2023
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Journal Article