Nunzio A. Letizia

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 19

Top Topics

Tips And Tricks

Mutual Information

Top Venues

IEEE Commun. Lett.

Publications

Nunzio A. Letizia, Andrea M. Tonello, H. Vincent Poor
Cooperative Channel Capacity Learning. CoRR (2023)
Nunzio A. Letizia, Andrea M. Tonello, H. Vincent Poor
Cooperative Channel Capacity Learning. IEEE Commun. Lett. 27 (8) (2023)
Nunzio A. Letizia, Nicola Novello, Andrea M. Tonello
Variational f-Divergence and Derangements for Discriminative Mutual Information Estimation. CoRR (2023)
Andrea M. Tonello, Nunzio A. Letizia
MIND: Maximum Mutual Information Based Neural Decoder. IEEE Commun. Lett. 26 (12) (2022)
Nunzio A. Letizia, Andrea M. Tonello
Copula Density Neural Estimation. CoRR (2022)
Andrea M. Tonello, Nunzio A. Letizia
MIND: Maximum Mutual Information Based Neural Decoder. CoRR (2022)
Nunzio A. Letizia, Andrea M. Tonello
Segmented Generative Networks: Data Generation in the Uniform Probability Space. IEEE Trans. Neural Networks Learn. Syst. 33 (3) (2022)
Nunzio A. Letizia, Babak Salamat, Andrea M. Tonello
A Novel Recursive Smooth Trajectory Generation Method for Unmanned Vehicles. IEEE Trans. Robotics 37 (5) (2021)
Nunzio A. Letizia, Andrea M. Tonello
Capacity-Driven Autoencoders for Communications. IEEE Open J. Commun. Soc. 2 (2021)
Nunzio A. Letizia, Andrea M. Tonello
Discriminative Mutual Information Estimation for the Design of Channel Capacity Driven Autoencoders. CoRR (2021)
Nunzio A. Letizia, Andrea M. Tonello
Discriminative Mutual Information Estimators for Channel Capacity Learning. CoRR (2021)
Nunzio A. Letizia, Andrea M. Tonello
Capacity Learning for Communication Systems over Power Lines. ISPLC (2021)
Babak Salamat, Nunzio A. Letizia, Andrea M. Tonello
Control Based Motion Planning Exploiting Calculus of Variations and Rational Functions: A Formal Approach. IEEE Access 9 (2021)
Nunzio A. Letizia, Andrea M. Tonello
Capacity-Approaching Autoencoders for Communications. CoRR (2020)
Nunzio A. Letizia, Andrea M. Tonello, Davide Righini
Learning to Synthesize Noise: The Multiple Conductor Power Line Case. ISPLC (2020)
Nunzio A. Letizia, Andrea M. Tonello
Supervised Fault Detection in Energy Grids Measuring Electrical Quantities in the PLC Band. ISPLC (2020)
Andrea M. Tonello, Nunzio A. Letizia, Davide Righini, Francesco Marcuzzi
Machine Learning Tips and Tricks for Power Line Communications. CoRR (2019)
Davide Righini, Nunzio A. Letizia, Andrea M. Tonello
Synthetic Power Line Communications Channel Generation with Autoencoders and GANs. SmartGridComm (2019)
Andrea M. Tonello, Nunzio A. Letizia, Davide Righini, Francesco Marcuzzi
Machine Learning Tips and Tricks for Power Line Communications. IEEE Access 7 (2019)