Biagio La Rosa

14 papers A* 2Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Guaranteed Optimal Compositional Explanations for Neurons.
CoRR
Biagio La Rosa, Leilani H. Gilpin
2025 J jnl
Open Vocabulary Compositional Explanations for Neuron Alignment.
CoRR
Biagio La Rosa, Leilani H. Gilpin
2024 J jnl
Explainable AI in drug discovery: self-interpretable graph neural network for molecular property prediction using concept whitening.
Mach. Learn.
Michela Proietti, Alessio Ragno, Biagio La Rosa, Rino Ragno, Roberto Capobianco
2024 J jnl
Explaining Deep Neural Networks by Leveraging Intrinsic Methods.
CoRR
Biagio La Rosa
2024 J jnl
Prototype-Based Interpretable Graph Neural Networks.
IEEE Trans. Artif. Intell.
Alessio Ragno, Biagio La Rosa, Roberto Capobianco
2023 J jnl
A self-interpretable module for deep image classification on small data.
Appl. Intell.
Biagio La Rosa, Roberto Capobianco, Daniele Nardi
2023 J jnl
State of the Art of Visual Analytics for eXplainable Deep Learning.
Comput. Graph. Forum
Biagio La Rosa, Graziano Blasilli, Romain Bourqui, David Auber, Giuseppe Santucci, Roberto Capobianco, Enrico Bertini, Romain Giot, Marco Angelini
2023 A* conf
Towards a fuller understanding of neurons with Clustered Compositional Explanations.
NeurIPS
Biagio La Rosa, Leilani Gilpin, Roberto Capobianco
2023 J jnl
Towards a fuller understanding of neurons with Clustered Compositional Explanations.
CoRR
Biagio La Rosa, Leilani H. Gilpin, Roberto Capobianco
2021 — conf
A Discussion about Explainable Inference on Sequential Data via Memory-Tracking.
DP@AI*IA
Biagio La Rosa, Roberto Capobianco, Daniele Nardi
2021 — conf
Detection Accuracy for Evaluating Compositional Explanations of Units.
AI*IA
Sayo M. Makinwa, Biagio La Rosa, Roberto Capobianco
2021 J jnl
Detection Accuracy for Evaluating Compositional Explanations of Units.
CoRR
Sayo M. Makinwa, Biagio La Rosa, Roberto Capobianco
2021 J jnl
Memory Wrap: a Data-Efficient and Interpretable Extension to Image Classification Models.
CoRR
Biagio La Rosa, Roberto Capobianco, Daniele Nardi
2020 A* conf
Explainable Inference on Sequential Data via Memory-Tracking.
IJCAI
Biagio La Rosa, Roberto Capobianco, Daniele Nardi