Synthetic Power Line Communications Channel Generation with Autoencoders and GANs. - Davide Righini; Nunzio A. Letizia; Andrea M. Tonello (SmartGridComm, 2019)

Machine Learning Tips and Tricks for Power Line Communications. - Andrea M. Tonello; Nunzio A. Letizia; Davide Righini; Francesco Marcuzzi (IEEE Access, 2019)

Supervised Fault Detection in Energy Grids Measuring Electrical Quantities in the PLC Band. - Nunzio A. Letizia; Andrea M. Tonello (ISPLC, 2020)

Learning to Synthesize Noise: The Multiple Conductor Power Line Case. - Nunzio A. Letizia; Andrea M. Tonello; Davide Righini (ISPLC, 2020)

Discovering Routing Anomalies in Large PLC Metering Deployments from Field Data. - Francesco Marcuzzi; Andrea M. Tonello; Nunzio Alexandro Letizia (ISPLC, 2020)

Capacity-Approaching Autoencoders for Communications. - Nunzio A. Letizia; Andrea M. Tonello (CoRR, 2020)

Capacity Learning for Communication Systems over Power Lines. - Nunzio A. Letizia; Andrea M. Tonello (ISPLC, 2021)

Control Based Motion Planning Exploiting Calculus of Variations and Rational Functions: A Formal Approach. - Babak Salamat; Nunzio A. Letizia; Andrea M. Tonello (IEEE Access, 2021)

Discriminative Mutual Information Estimators for Channel Capacity Learning. - Nunzio A. Letizia; Andrea M. Tonello (CoRR, 2021)

Discriminative Mutual Information Estimation for the Design of Channel Capacity Driven Autoencoders. - Nunzio A. Letizia; Andrea M. Tonello (CoRR, 2021)

Capacity-Driven Autoencoders for Communications. - Nunzio A. Letizia; Andrea M. Tonello (IEEE Open J. Commun. Soc., 2021)

A Novel Recursive Smooth Trajectory Generation Method for Unmanned Vehicles. - Nunzio A. Letizia; Babak Salamat; Andrea M. Tonello (IEEE Trans. Robotics, 2021)

Copula Density Neural Estimation. - Nunzio A. Letizia; Andrea M. Tonello (CoRR, 2022)

MIND: Maximum Mutual Information Based Neural Decoder. - Andrea M. Tonello; Nunzio A. Letizia (IEEE Commun. Lett., 2022)

Segmented Generative Networks: Data Generation in the Uniform Probability Space. - Nunzio A. Letizia; Andrea M. Tonello (IEEE Trans. Neural Networks Learn. Syst., 2022)

Variational f-Divergence and Derangements for Discriminative Mutual Information Estimation. - Nunzio A. Letizia; Nicola Novello; Andrea M. Tonello (CoRR, 2023)

Cooperative Channel Capacity Learning. - Nunzio A. Letizia; Andrea M. Tonello; H. Vincent Poor (IEEE Commun. Lett., 2023)

Mutual Information Estimation via f-Divergence and Data Derangements. - Nunzio Alexandro Letizia; Nicola Novello; Andrea M. Tonello (NeurIPS, 2024)

Deep Learning Models for Physical Layer Communications. - Nunzio A. Letizia (CoRR, 2025)