Sergio Barbarossa | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
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
Dynamic Resource Allocation for Multi-User Goal-oriented Communications at the Wireless Edge	EUSIPCO 2022	2022
6G networks. Beyond Shannon towards semantic and goal-oriented communications	COMPUTER NETWORKS	2021
Online learning of time-varying signals and graphs	ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings	2021
Beyond private 5G networks: applications, architectures, operator models and technological enablers	EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING	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
Dynamic Ensemble Inference at the Edge	2021 IEEE Global Communications Conference, GLOBECOM 2021 - Proceedings	2021
Graph signal processing in the presence of topology uncertainties	IEEE TRANSACTIONS ON SIGNAL PROCESSING	2020
Dynamic computation offloading in multi-access edge computing via ultra-reliable and low-latency communications	IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS	2020
Distributed signal processing and optimization based on in-network subspace projections	IEEE TRANSACTIONS ON SIGNAL PROCESSING	2020
Dynamic resource allocation for wireless edge machine learning with latency and accuracy guarantees	Prooceedings of IEEE International Conference on Acoustic Speech and Signal Processing (ICASSP 2020)	2020
Graph-based learning under perturbations via total least-squares	IEEE TRANSACTIONS ON SIGNAL PROCESSING	2020
Topological signal processing over simplicial complexes	IEEE TRANSACTIONS ON SIGNAL PROCESSING	2020
Dynamic resource optimization and altitude selection in uav-based multi-access edge computing	ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings	2020
6G in the sky: On‐demand intelligence at the edge of 3D networks	ETRI JOURNAL	2020
Topological signal processing: Making sense of data building on multiway relations	IEEE SIGNAL PROCESSING MAGAZINE	2020