3 papers
eess.SP2026
Information Bottleneck Meets Quantization: Finite Rate Analysis and Optimal Designs
Francesco Binucci, Paolo Banelli
The Information Bottleneck (IB) is a well established framework that looks for a latent compact representation of a data source, by trading rate and data-size representation, for i…
eess.SP2026
Radio-Coverage-Aware Path Planning for Cooperative Autonomous Vehicles
Giuseppe Baruffa, Luca Rugini, Francesco Binucci +3
Fleets of autonomous vehicles (AV) often are at the core of intelligent transportation scenarios for smart cities, and may require a wireless Internet connection to offload compute…
eess.SP2025
Conformal Lyapunov Optimization: Optimal Resource Allocation under Deterministic Reliability Constraints
Francesco Binucci, Osvaldo Simeone, Paolo Banelli
This paper introduces conformal Lyapunov optimization (CLO), a novel resource allocation framework for networked systems that optimizes average long-term objectives, while satisfyi…