Archivio Istituzionale della RicercaNAPOLITANO, DAVIDE
NAPOLITANO, DAVIDE
Dipartimento di Automatica e Informatica
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LightningSHAP: A Cost-Effective Approach to Local Shapley Values Estimation
In corso di stampa Napolitano, Davide; Cagliero, Luca
A Graph Attention Network Combining Multifaceted Element Relationships for Full Document-Level Understanding
2025 Vaiani, Lorenzo; Napolitano, Davide; Cagliero, Luca
Efficient Neural Network-based Estimation of Interval Shapley Values
2024 Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| LightningSHAP: A Cost-Effective Approach to Local Shapley Values Estimation / Napolitano, Davide; Cagliero, Luca. - In: IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE. - ISSN 2691-4581. - (In corso di stampa), pp. 1-10. [10.1109/tai.2025.3645716] | In corso di stampa | Napolitano, DavideCagliero, Luca | IEEE_TAI___EfficientFastSHAP.pdf |
| A Graph Attention Network Combining Multifaceted Element Relationships for Full Document-Level Understanding / Vaiani, Lorenzo; Napolitano, Davide; Cagliero, Luca. - In: COMPUTERS. - ISSN 2073-431X. - 14:9(2025). [10.3390/computers14090362] | 1-gen-2025 | Vaiani, LorenzoNapolitano, DavideCagliero, Luca | computers-14-00362.pdf |
| Efficient Neural Network-based Estimation of Interval Shapley Values / Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca. - In: IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING. - ISSN 1041-4347. - 36:12(2024), pp. 8108-8119. [10.1109/TKDE.2024.3420180] | 1-gen-2024 | Davide NapolitanoLorenzo VaianiLuca Cagliero | Efficient_Neural_Network-based_Estimation_of_Interval_Shapley_Values.pdf; Efficient_Neural_Network-Based_Estimation_of_Interval_Shapley_Values.pdf |