Biagio La Rosa

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Detection Accuracy

Image Classification

Sequential Data

Top Venues

IEEE Trans. Artif. Intell.

Publications

Alessio Ragno, Biagio La Rosa, Roberto Capobianco
Prototype-Based Interpretable Graph Neural Networks. IEEE Trans. Artif. Intell. 5 (4) (2024)
Michela Proietti, Alessio Ragno, Biagio La Rosa, Rino Ragno, Roberto Capobianco
Explainable AI in drug discovery: self-interpretable graph neural network for molecular property prediction using concept whitening. Mach. Learn. 113 (4) (2024)
Biagio La Rosa
Explaining Deep Neural Networks by Leveraging Intrinsic Methods. CoRR (2024)
Biagio La Rosa, Graziano Blasilli, Romain Bourqui, David Auber, Giuseppe Santucci, Roberto Capobianco, Enrico Bertini, Romain Giot, Marco Angelini
State of the Art of Visual Analytics for eXplainable Deep Learning. Comput. Graph. Forum 42 (1) (2023)
Biagio La Rosa, Leilani H. Gilpin, Roberto Capobianco
Towards a fuller understanding of neurons with Clustered Compositional Explanations. CoRR (2023)
Biagio La Rosa, Leilani Gilpin, Roberto Capobianco
Towards a fuller understanding of neurons with Clustered Compositional Explanations. NeurIPS (2023)
Biagio La Rosa, Roberto Capobianco, Daniele Nardi
A self-interpretable module for deep image classification on small data. Appl. Intell. 53 (8) (2023)
Biagio La Rosa, Roberto Capobianco, Daniele Nardi
Memory Wrap: a Data-Efficient and Interpretable Extension to Image Classification Models. CoRR (2021)
Biagio La Rosa, Roberto Capobianco, Daniele Nardi
A Discussion about Explainable Inference on Sequential Data via Memory-Tracking. DP@AI*IA (2021)
Sayo M. Makinwa, Biagio La Rosa, Roberto Capobianco
Detection Accuracy for Evaluating Compositional Explanations of Units. AI*IA (2021)
Sayo M. Makinwa, Biagio La Rosa, Roberto Capobianco
Detection Accuracy for Evaluating Compositional Explanations of Units. CoRR (2021)
Biagio La Rosa, Roberto Capobianco, Daniele Nardi
Explainable Inference on Sequential Data via Memory-Tracking. IJCAI (2020)