Antonio Di Cecco

According to our database, Antonio Di Cecco authored at least 8 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Exploration and generalization in deep learning with SwitchPath activations.

Antonio Di Cecco, Andrea Papini, Carlo Metta, Marco Fantozzi, Silvia Giulia Galfrè, Francesco Morandin, Maurizio Parton

Mach. Learn., September, 2025

2024

GloNets: Globally Connected Neural Networks.

Antonio Di Cecco, Carlo Metta, Marco Fantozzi, Francesco Morandin, Maurizio Parton

Proceedings of the Advances in Intelligent Data Analysis XXII, 2024

SwitchPath: Enhancing Exploration in Neural Networks Learning Dynamics.

Antonio Di Cecco, Andrea Papini, Carlo Metta, Marco Fantozzi, Silvia Giulia Galfrè, Francesco Morandin, Maurizio Parton

Proceedings of the Discovery Science - 27th International Conference, 2024

2021

New Optimization Approaches in Malware Traffic Analysis.

Ivan Letteri, Antonio Di Cecco, Giuseppe Della Penna

Proceedings of the Machine Learning, Optimization, and Data Science, 2021

Imbalanced Dataset Optimization with New Resampling Techniques.

Ivan Letteri, Antonio Di Cecco, Abeer Dyoub, Giuseppe Della Penna

Proceedings of the Intelligent Systems and Applications, 2021

Explainable AI with Python

Leonida Gianfagna, Antonio Di Cecco

Springer, ISBN: 978-3-030-68639-0, 2021

2020

A Novel Resampling Technique for Imbalanced Dataset Optimization.

Ivan Letteri, Antonio Di Cecco, Abeer Dyoub, Giuseppe Della Penna

CoRR, 2020

Dataset Optimization Strategies for MalwareTraffic Detection.

Ivan Letteri, Antonio Di Cecco, Giuseppe Della Penna

CoRR, 2020