Nunzio A. Letizia

21 papers Journal 17Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Copula Density Neural Estimation. IEEE Trans. Neural Networks Learn. Syst. Nunzio A. Letizia, Nicola Novello, Andrea M. Tonello
2025	J	`jnl`	Deep Learning Models for Physical Layer Communications. CoRR Nunzio A. Letizia
2023	J	`jnl`	Cooperative Channel Capacity Learning. CoRR Nunzio A. Letizia, Andrea M. Tonello, H. Vincent Poor
2023	J	`jnl`	Cooperative Channel Capacity Learning. IEEE Commun. Lett. Nunzio A. Letizia, Andrea M. Tonello, H. Vincent Poor
2023	J	`jnl`	Variational f-Divergence and Derangements for Discriminative Mutual Information Estimation. CoRR Nunzio A. Letizia, Nicola Novello, Andrea M. Tonello
2022	J	`jnl`	Copula Density Neural Estimation. CoRR Nunzio A. Letizia, Andrea M. Tonello
2022	J	`jnl`	MIND: Maximum Mutual Information Based Neural Decoder. CoRR Andrea M. Tonello, Nunzio A. Letizia
2022	J	`jnl`	MIND: Maximum Mutual Information Based Neural Decoder. IEEE Commun. Lett. Andrea M. Tonello, Nunzio A. Letizia
2022	J	`jnl`	Segmented Generative Networks: Data Generation in the Uniform Probability Space. IEEE Trans. Neural Networks Learn. Syst. Nunzio A. Letizia, Andrea M. Tonello
2021	J	`jnl`	A Novel Recursive Smooth Trajectory Generation Method for Unmanned Vehicles. IEEE Trans. Robotics Nunzio A. Letizia, Babak Salamat, Andrea M. Tonello
2021	—	`conf`	Capacity Learning for Communication Systems over Power Lines. ISPLC Nunzio A. Letizia, Andrea M. Tonello
2021	J	`jnl`	Capacity-Driven Autoencoders for Communications. IEEE Open J. Commun. Soc. Nunzio A. Letizia, Andrea M. Tonello
2021	J	`jnl`	Control Based Motion Planning Exploiting Calculus of Variations and Rational Functions: A Formal Approach. IEEE Access Babak Salamat, Nunzio A. Letizia, Andrea M. Tonello
2021	J	`jnl`	Discriminative Mutual Information Estimation for the Design of Channel Capacity Driven Autoencoders. CoRR Nunzio A. Letizia, Andrea M. Tonello
2021	J	`jnl`	Discriminative Mutual Information Estimators for Channel Capacity Learning. CoRR Nunzio A. Letizia, Andrea M. Tonello
2020	J	`jnl`	Capacity-Approaching Autoencoders for Communications. CoRR Nunzio A. Letizia, Andrea M. Tonello
2020	—	`conf`	Learning to Synthesize Noise: The Multiple Conductor Power Line Case. ISPLC Nunzio A. Letizia, Andrea M. Tonello, Davide Righini
2020	—	`conf`	Supervised Fault Detection in Energy Grids Measuring Electrical Quantities in the PLC Band. ISPLC Nunzio A. Letizia, Andrea M. Tonello
2019	J	`jnl`	Machine Learning Tips and Tricks for Power Line Communications. IEEE Access Andrea M. Tonello, Nunzio A. Letizia, Davide Righini, Francesco Marcuzzi
2019	J	`jnl`	Machine Learning Tips and Tricks for Power Line Communications. CoRR Andrea M. Tonello, Nunzio A. Letizia, Davide Righini, Francesco Marcuzzi
2019	—	`conf`	Synthetic Power Line Communications Channel Generation with Autoencoders and GANs. SmartGridComm Davide Righini, Nunzio A. Letizia, Andrea M. Tonello