Sfoglia per Autore
On the discriminative power of hyper-parameters in cross-validation and how to choose them
2019-01-01 Anelli, Vito Walter; Di Noia, Tommaso; Di Sciascio, Eugenio; Pomo, Claudio; Ragone, Azzurra
Towards Effective Device-Aware Federated Learning
2019-01-01 Anelli, Vito Walter; Deldjoo, Yashar; Di Noia, Tommaso; Ferrara, Antonio
Knowledge-Enabled Recommender Systems in the Linked Data Era
2020-01-01 Anelli, Vito Walter
Assessing perceptual and recommendation mutation of adversarially-poisoned visual recommenders
2020-01-01 Anelli, Vito Walter; Di Noia, Tommaso; Malitesta, Daniele; Merra, Felice Antonio
Knowledge-enhanced Shilling Attacks for Recommendation
2020-01-01 Anelli, V. W.; Deldjoo, Y.; Di, T.; Merra, F. A.; Acciani, G.; Sciascio, E. D.
Knowledge-aware Interpretable Recommender Systems
2020-01-01 Anelli, Vito Walter; Bellini, Vito; Di Noia, Tommaso; Di Sciascio, Eugenio
Prioritized Multi-Criteria Federated Learning
2020-01-01 Anelli, Vito Walter; Deldjoo, Yashar; Di Noia, Tommaso; Ferrara, Antonio
Adversarial Learning for Recommendation: Applications for Security and Generative Tasks — Concept to Code
2020-01-01 Anelli, Vito Walter; Deldjoo, Yashar; Di Noia, Tommaso; Merra, Felice Antonio
SAShA: Semantic-Aware Shilling Attacks on Recommender Systems Exploiting Knowledge Graphs
2020-01-01 Anelli, Vito Walter; Deldjoo, Yashar; Di Noia, Tommaso; Di Sciascio, Eugenio; Merra, Felice Antonio
Combining RDF and SPARQL with CP-theories to reason about preferences in a Linked Data setting
2020-01-01 Anelli, Vito Walter; De Leone, Renato; Di Noia, Tommaso; Lukasiewicz, Thomas; Rosati, Jessica
Deep Learning-Based Adaptive Image Compression System for a Real-World Scenario
2020-01-01 Anelli, Vito Walter; Deldjoo, Yashar; Di Noia, Tommaso; Malitesta, Daniele
FedeRank: User Controlled Feedback with Federated Recommender Systems
2021-01-01 Anelli, Vito Walter; Deldjoo, Yashar; Di Noia, Tommaso; Ferrara, Antonio; Narducci, Fedelucio
Sparse Feature Factorization for Recommender Systems with Knowledge Graphs
2021-01-01 Anelli, Vito Walter; Di Noia, Tommaso; Di Sciascio, Eugenio; Ferrara, Antonio; Mancino, Alberto Carlo Maria
V-Elliot: Design, evaluate and tune visual recommender systems
2021-01-01 Anelli, V. W.; Bellogin, A.; Ferrara, A.; Malitesta, D.; Merra, F. A.; Pomo, C.; Donini, F. M.; Di Noia, T.
A flexible framework for evaluating user and item fairness in recommender systems
2021-01-01 Deldjoo, Yashar; Anelli, Vito Walter; Zamani, Hamed; Bellogin, Alejandro; Di Noia, Tommaso
Third knowledge-aware and conversational recommender systems workshop (KaRS)
2021-01-01 Anelli, V. W.; Basile, P.; Di Noia, T.; Donini, F. M.; Musto, C.; Narducci, F.; Zanker, M.
Sparse embeddings for recommender systems with knowledge graphs
2021-01-01 Anelli, V. W.; Di Noia, T.; Di Sciascio, E.; Ferrara, A.; Mancino, A.
Federated recommender systems with learning to rank
2021-01-01 Anelli, V. W.; Deldjoo, Y.; Di Noia, T.; Ferrara, A.; Narducci, F.
How to perform reproducible experiments in the ELLIOT recommendation framework: Data processing, model selection, and performance evaluation
2021-01-01 Anelli, V. W.; Bellogin, A.; Ferrara, A.; Malitesta, D.; Merra, F. A.; Pomo, C.; Donini, F. M.; Di Sciascio, E.; Di Noia, T.
A Formal Analysis of Recommendation Quality of Adversarially-trained Recommenders
2021-01-01 Anelli, V. W.; Deldjoo, Y.; Di Noia, T.; Merra, F. A.
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