Nicola Novello

11 papers A* 2B 1Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Unified Framework for Diffusion Model Unlearning with f-Divergence.
CoRR
Nicola Novello, Federico Fontana, Luigi Cinque, Deniz Gündüz, Andrea M. Tonello
2025 J jnl
Copula Density Neural Estimation.
IEEE Trans. Neural Networks Learn. Syst.
Nunzio A. Letizia, Nicola Novello, Andrea M. Tonello
2025 — conf
Data-Driven Grid Monitoring Under Label Noise Using Power Line Modems.
SmartGridComm
Nicola Novello, Dong Liang, Andrea M. Tonello
2025 J jnl
Recurrent DQN for radio fingerprinting with constrained measurements collection.
ICT Express
Nicola Novello, Andrea M. Tonello
2025 J jnl
Robust Classification with Noisy Labels Based on Posterior Maximization.
CoRR
Nicola Novello, Andrea M. Tonello
2024 B conf
Human Detection Based on Learning and Classification of Radio Scattering Parameters and Para-Hermitian Eigenvalue Decomposition.
PIMRC
Frank E. Ebong, Nicola Novello, Andrea M. Tonello
2024 — conf
Label Noise Resistant f-Divergence Receiver for Power Line Communications.
SmartGridComm
Nicola Novello, Andrea M. Tonello
2024 A* conf
Mutual Information Estimation via f-Divergence and Data Derangements.
NeurIPS
Nunzio Alexandro Letizia, Nicola Novello, Andrea M. Tonello
2024 A* conf
f-Divergence Based Classification: Beyond the Use of Cross-Entropy.
ICML
Nicola Novello, Andrea M. Tonello
2024 J jnl
f-Divergence Based Classification: Beyond the Use of Cross-Entropy.
CoRR
Nicola Novello, Andrea M. Tonello
2023 J jnl
Variational f-Divergence and Derangements for Discriminative Mutual Information Estimation.
CoRR
Nunzio A. Letizia, Nicola Novello, Andrea M. Tonello