Paolo Frazzetto

According to our database, Paolo Frazzetto authored at least 10 papers between 2023 and 2025.

Collaborative distances:

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

2025

Iterative In-Context Learning to Enhance LLMs Abstract Reasoning: The Case-Study of Algebraic Tasks.

Stefano Fioravanti, Matteo Zavatteri, Roberto Confalonieri, Kamyar Zeinalipour, Paolo Frazzetto, Alessandro Sperduti, Nicolò Navarin

CoRR, September, 2025

Unveiling the Actual Performance of Neural-based Models for Equation Discovery on Graph Dynamical Systems.

Riccardo Cappi, Paolo Frazzetto, Nicolò Navarin, Alessandro Sperduti

CoRR, August, 2025

From Text to Talent: A Pipeline for Extracting Insights from Candidate Profiles.

Paolo Frazzetto, Muhammad Uzair-Ul-Haq, Flavia Fabris, Alessandro Sperduti

CoRR, March, 2025

Logic Explanation of AI Classifiers by Categorical Explaining Functors.

Stefano Fioravanti, Francesco Giannini, Paolo Frazzetto, Fabio Zanasi, Pietro Barbiero

CoRR, March, 2025

Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks.

Maximilian Muschalik, Fabian Fumagalli, Paolo Frazzetto, Janine Strotherm, Luca Hermes, Alessandro Sperduti, Eyke Hüllermeier, Barbara Hammer

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Improving Soft Skill Extraction via Data Augmentation and Embedding Manipulation.

Muhammad Uzair-Ul-Haq, Paolo Frazzetto, Alessandro Sperduti, Giovanni Da San Martino

Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

Beyond the Additive Nodes' Convolutions: a Study on High-Order Multiplicative Integration.

Paolo Frazzetto, Luca Pasa, Nicolò Navarin, Alessandro Sperduti

Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

Physics-Informed Graph Neural Cellular Automata: an Application to Compartmental Modelling.

Nicolò Navarin, Paolo Frazzetto, Luca Pasa, Pietro Verzelli, Filippo Visentin, Alessandro Sperduti, Cesare Alippi

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

Topology preserving maps as aggregations for Graph Convolutional Neural Networks.

Paolo Frazzetto, Luca Pasa, Nicolò Navarin, Alessandro Sperduti

Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

Enhancing Human Resources through Data Science: a Case in Recruiting.

Paolo Frazzetto, Muhammad Uzair-Ul-Haq, Alessandro Sperduti

Proceedings of the 2nd Italian Conference on Big Data and Data Science (ITADATA 2023), 2023