Archivio Istituzionale della RicercaNAPOLITANO, DAVIDE
NAPOLITANO, DAVIDE
Dipartimento di Automatica e Informatica
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Risultati 1 - 9 di 9 (tempo di esecuzione: 0.023 secondi).
Enhancing BERT-Based Visual Question Answering through Keyword-Driven Sentence Selection
In corso di stampa Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca
Evaluating the Reliability of Shapley Value Estimates: An Interval-Based Approach
In corso di stampa Napolitano, Davide; Cagliero, Luca
BONES: a Benchmark fOr Neural Estimation of Shapley values
2024 Napolitano, Davide; Cagliero, Luca
Efficient Neural Network-based Estimation of Interval Shapley Values
2024 Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca
FlowCasting: A Dynamic Machine Learning based Dashboard for Bike-Sharing System Management
2024 Avignone, Andrea; Napolitano, Davide; Cagliero, Luca; Chiusano, Silvia
On Leveraging Multi-Page Element Relations in Visually-Rich Documents
2024 Napolitano, D.; Vaiani, L.; Cagliero, L.
GX-HUI: Global Explanations of AI Models based on High-Utility Itemsets
2023 Napolitano, Davide; Cagliero, Luca
Learning Confidence Intervals for Feature Importance: A Fast Shapley-based Approach
2023 Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca
PoliTo at MULTI-Fake-DetectiVE: Improving FND-CLIP for Multimodal Italian Fake News Detection
2023 D'Amico, Lorenzo; Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Enhancing BERT-Based Visual Question Answering through Keyword-Driven Sentence Selection / Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca. - (In corso di stampa). (Intervento presentato al convegno 32nd ACM International Conference on Information and Knowledge Management). | In corso di stampa | Napolitano,DavideVaiani,LorenzoCagliero,Luca | Association_for_Computing_Machinery__ACM____SIG_Proceedings_Template_CIKM23_DN_LV_LC.pdf |
| Evaluating the Reliability of Shapley Value Estimates: An Interval-Based Approach / Napolitano, Davide; Cagliero, Luca. - (In corso di stampa). (Intervento presentato al convegno Human-Interpretable AI Workshop). | In corso di stampa | Napolitano, DavideCagliero, Luca | 14_Evaluating_the_Reliability_.pdf |
| BONES: a Benchmark fOr Neural Estimation of Shapley values / Napolitano, Davide; Cagliero, Luca. - (2024). (Intervento presentato al convegno 2024 IEEE 18th International Conference on Application of Information and Communication Technologies (AICT) tenutosi a Turin (ITA) nel 25-27 September 2024) [10.1109/AICT61888.2024.10740433]. | 1-gen-2024 | Napolitano, DavideCagliero, Luca | BONES_AICT.pdf; BONES_a_benchmark_for_neural_estimation_of_shapley_values.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 |
| FlowCasting: A Dynamic Machine Learning based Dashboard for Bike-Sharing System Management / Avignone, Andrea; Napolitano, Davide; Cagliero, Luca; Chiusano, Silvia. - (2024). (Intervento presentato al convegno 2024 IEEE 18th International Conference on Application of Information and Communication Technologies (AICT) tenutosi a Turin (ITA) nel 25-27 September 2024) [10.1109/AICT61888.2024.10740417]. | 1-gen-2024 | Avignone, AndreaNapolitano, DavideCagliero, LucaChiusano, Silvia | FlowCasting_A_Dynamic_Machine_Learning_based_Dashboard_for_Bike-Sharing_System_Management.pdf; AICT2024___FlowCasting.pdf |
| On Leveraging Multi-Page Element Relations in Visually-Rich Documents / Napolitano, D.; Vaiani, L.; Cagliero, L.. - (2024), pp. 360-365. (Intervento presentato al convegno 48th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2024 tenutosi a Osaka (JPN) nel 02-04 July 2024) [10.1109/COMPSAC61105.2024.00057]. | 1-gen-2024 | Napolitano D.Vaiani L.Cagliero L. | On_Leveraging_Multi-Page_Element_Relations_in_Visually-Rich_Documents.pdf |
| GX-HUI: Global Explanations of AI Models based on High-Utility Itemsets / Napolitano, Davide; Cagliero, Luca. - ELETTRONICO. - (2023), pp. 292-297. (Intervento presentato al convegno 47th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2023 tenutosi a Torino (Italy) nel June 26-30, 2023) [10.1109/COMPSAC57700.2023.00045]. | 1-gen-2023 | Napolitano, DavideCagliero, Luca | IEEE_COMPSAC_2023_Napolitano_Davide.pdf; GX-HUI_Global_Explanations_of_AI_Models_based_on_High-Utility_Itemsets.pdf |
| Learning Confidence Intervals for Feature Importance: A Fast Shapley-based Approach / Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca. - ELETTRONICO. - 3379:(2023). (Intervento presentato al convegno Data Analytics solutions for Real-LIfe APplications (DARLI-AP) tenutosi a Ioannina (Greece) nel March 28-31, 2023). | 1-gen-2023 | Napolitano,DavideVaiani, LorenzoCagliero, Luca | DARLI-AP_2023_5.pdf |
| PoliTo at MULTI-Fake-DetectiVE: Improving FND-CLIP for Multimodal Italian Fake News Detection / D'Amico, Lorenzo; Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca. - ELETTRONICO. - 3473:(2023). (Intervento presentato al convegno EVALITA 2023 tenutosi a Parma, Italy nel September 7-8, 2023). | 1-gen-2023 | Napolitano,DavideVaiani,LorenzoCagliero,Luca + | Multimodal Fake News Detection .pdf |