Paolo Di Lorenzo | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Reducing the in band network telemetry overhead through the spatial sampling. Theory and experimental results	COMPUTER NETWORKS	2024
Tangent bundle convolutional learning: from manifolds to cellular sheaves and back	IEEE TRANSACTIONS ON SIGNAL PROCESSING	2024
RIS-Aided Wireless Fingerprinting Localization Based on Multilayer Graph Representations	IEEE COMMUNICATIONS LETTERS	2024
Opportunistic information-bottleneck for goal-oriented feature extraction and communication	IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY	2024
Learning multi-frequency partial correlation graphs	IEEE TRANSACTIONS ON SIGNAL PROCESSING	2024
Multi-RIS-Empowered multiple access: a distributed sum-rate maximization approach	IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING	2024
From latent graph to latent topology inference: differentiable cell complex module	International conference on learning representations - Proceedings (ICLR 2024)	2024
Multi-user Goal-oriented Communications with Energy-efficient Edge Resource Management	IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING	2023
Lyapunov-Driven Deep Reinforcement Learning for Edge Inference Empowered by Reconfigurable Intelligent Surfaces	IEEE ICASSP 2023	2023
Tangent Bundle Filters and Neural Networks: From Manifolds to Cellular Sheaves and Back	IEEE ICASSP 2023	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
Pooling Strategies for Simplicial Convolutional Networks	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
RIS-enabled smart wireless environments: deployment scenarios, network architecture, bandwidth and area of influence	EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING	2023
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

Progetti di Ricerca

Distributed Online Nonconvex Optimization for Adaptive and Scalable Design of the Internet of Things
SKY-EDGE: ENABLING 3D MANAGEMENT OF COMMUNICATION/ COMPUTATION/CACHING RESOURCES THROUGH DYNAMIC CONTROL OF AERIAL PLATFORMS