Sergio Barbarossa | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Topological Signal Processing Over Generalized Cell Complexes	IEEE TRANSACTIONS ON SIGNAL PROCESSING	2024
Reducing the in band network telemetry overhead through the spatial sampling. Theory and experimental results	COMPUTER NETWORKS	2024
Multi-user Goal-oriented Communications with Energy-efficient Edge Resource Management	IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING	2023
Topological Signal Processing Over Weighted Simplicial Complexes	IEEE ICASSP 2023	2023
Topological Slepians: Maximally Localized Representations of Signals Over Simplicial Complexes	ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)	2023
Cell Attention Networks	2023 International Joint Conference on Neural Networks (IJCNN)	2023
In Band Network Telemetry Overhead Reduction Based on Data Flows Sampling and Recovering	IEEE NetSoft 2023	2023
Multiscale causal structure learning	TRANSACTIONS ON MACHINE LEARNING RESEARCH	2023
Semantic Communications Based on Adaptive Generative Models and Information Bottleneck	IEEE COMMUNICATIONS MAGAZINE	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
Lyapunov-based Optimization of Edge Resources for Energy-Efficient Adaptive Federated Learning	IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING	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
Graph Convolutional Networks With Autoencoder-Based Compression And Multi-Layer Graph Learning	{ICASSP} 2022 - 2022 {IEEE} International Conference on Acoustics, Speech and Signal Processing ({ICASSP})	2022
GOAL-ORIENTED COMMUNICATION FOR EDGE LEARNING BASED ON THE INFORMATION BOTTLENECK		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
Dynamic Resource Allocation for Multi-User Goal-oriented Communications at the Wireless Edge	EUSIPCO 2022	2022

Laboratori di ricerca

Laboratorio SPCOM