Paolo Di Lorenzo

Pubblicazioni

Titolo Pubblicato in Anno
Parametric dictionary learning for topological signal representation European signal processing conference 2023
Analog versus digital pulse amplitude modulation for goal-oriented wireless communications European signal processing conference 2023
Goal-Oriented Communications for the IoT: System Design and Adaptive Resource Optimization IEEE INTERNET OF THINGS MAGAZINE 2023
Control aspects for using RIS in latency-constrained mobile edge computing Conference Record - Asilomar Conference on Signals, Systems and Computers 2023
Lyapunov-based Optimization of Edge Resources for Energy-Efficient Adaptive Federated Learning IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING 2022
Energy-Efficient Classification at the Wireless Edge with Reliability Guarantees 2022 {IEEE} International Conference on Communications Workshops ({ICC} Workshops) 2022
Dynamic Resource Optimization for Adaptive Federated Learning Empowered by Reconfigurable Intelligent Surfaces {ICASSP} 2022 - 2022 {IEEE} International Conference on Acoustics, Speech and Signal Processing ({ICASSP}) 2022
Dynamic edge computing empowered by reconfigurable intelligent surfaces EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING 2022
Adaptive resource optimization for edge inference with goal-oriented communications EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING 2022
Goal-Oriented Communication for Edge Learning Based On the Information Bottleneck IEEE ICASSP 2022 2022
Graph Convolutional Networks with Autoencoder-Based Compression and Multi-Layer Graph Learning IEEE ICASSP 2022 2022
Reconfigurable Intelligent Surface Aided Mobile Edge Computing over Intermittent mmWave Links IEEE SPAWC 2022 2022
Distributed Sum-Rate Maximization of Cellular Communications with Multiple Reconfigurable Intelligent Surfaces IEEE SPAWC 2022 2022
Dynamic Resource Allocation for Multi-User Goal-oriented Communications at the Wireless Edge EUSIPCO 2022 2022
Power minimizing mec offloading with qos constraints over ris-empowered communications 2022 IEEE Global Communications Conference, GLOBECOM 2022 - Proceedings 2022
Distributed training of graph convolutional networks IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS 2021
Online learning of time-varying signals and graphs ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2021
Dynamic resource optimization for adaptive federated learning at the wireless network edge ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2021
Wireless Edge Machine Learning: Resource Allocation and Trade-Offs IEEE ACCESS 2021
Discontinuous Computation Offloading for Energy-Efficient Mobile Edge Computing IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING 2021

Progetti di Ricerca

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