Pubblicazioni

GRETEL 2.0: Generation and Evaluation of Graph Counterfactual Explanations Evolved

2024 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Prado-Romero, M. A.; Prenkaj, B.; Stilo, G.

Consistent Counterfactual Explanations via Anomaly Control and Data Coherence

2024 - IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE
Movin, Maria; Siciliano, Federico; Ferreira, Rui; Silvestri, Fabrizio; Tolomei, Gabriele

The Dark Side of Explanations: Poisoning Recommender Systems with Counterfactual Examples

2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '23)
Chen, Ziheng; Silvestri, Fabrizio; Wang, Jia; Zhang, Yongfeng; Tolomei, Gabriele

Explain the Explainer: Interpreting Model-Agnostic Counterfactual Explanations of a Deep Reinforcement Learning Agent

2022 - IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE
Chen, Z.; Silvestri, F.; Tolomei, G.; Wang, J.; Zhu, H.; Ahn, H.

Ensemble approaches for Graph Counterfactual Explanations

2022 - CEUR Workshop Proceedings
Prado-Romero, M. A.; Prenkaj, B.; Stilo, G.; Celi, A.; Estevanell-Valladares, E.; Valdes-Perez, D. A.

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