Carlo Cavazzoni

Evaluating the Practicality of Quantum Optimization Algorithms for Prototypical Industrial Applications

2023 · arXiv (Cornell University)

The optimization of the power consumption of antenna networks is a problem with a potential impact in the field of telecommunications. In this work, we investigate the application of the quantum approximate optimization algorithm (QAOA) …

A Performance Analysis for Confidential Federated Learning

2024

Federated Learning (FL) has emerged as a solution to preserve data privacy by keeping the data locally on each participant’s device. However, FL alone is still vulnerable to attacks that can cause privacy leaks. Therefore, …