Elliot: a comprehensive and rigorous framework for reproducible recommender systems evaluation VW Anelli, A Bellogín, A Ferrara, D Malitesta, FA Merra, C Pomo, ... Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021 | 30 | 2021 |
Towards Effective Device-Aware Federated Learning VW Anelli, Y Deldjoo, T Di Noia, A Ferrara AI*IA 2019 – Advances in Artificial Intelligence. AI*IA 2019. Lecture Notes …, 2019 | 21 | 2019 |
How to put users in control of their data in federated top-N recommendation with learning to rank VW Anelli, Y Deldjoo, T Di Noia, A Ferrara, F Narducci Proceedings of the 36th Annual ACM Symposium on Applied Computing, 1359-1362, 2021 | 13 | 2021 |
FedeRank: User Controlled Feedback with Federated Recommender Systems VW Anelli, Y Deldjoo, T Di Noia, A Ferrara, F Narducci Advances in Information Retrieval - 43rd European Conference on IR Research …, 2021 | 13 | 2021 |
Sparse Feature Factorization for Recommender Systems with Knowledge Graphs VW Anelli, T Di Noia, E Di Sciascio, A Ferrara, ACM Mancino Fifteenth ACM Conference on Recommender Systems, 154-165, 2021 | 6 | 2021 |
V-elliot: Design, evaluate and tune visual recommender systems VW Anelli, A Bellogín, A Ferrara, D Malitesta, FA Merra, C Pomo, ... Fifteenth ACM Conference on Recommender Systems, 768-771, 2021 | 3 | 2021 |
FedeRank: User Controlled Feedback with Federated Recommender Systems VW Anelli, Y Deldjoo, T Di Noia, A Ferrara, F Narducci arXiv preprint arXiv:2012.11328, 2020 | 3 | 2020 |
Pursuing Privacy in Recommender Systems: the View of Users and Researchers from Regulations to Applications VW Anelli, L Belli, Y Deldjoo, T Di Noia, A Ferrara, F Narducci, C Pomo Fifteenth ACM Conference on Recommender Systems, 838-841, 2021 | 2 | 2021 |
Prioritized multi-criteria federated learning VW Anelli, Y Deldjoo, T Di Noia, A Ferrara Intelligenza Artificiale 14 (2), 183-200, 2020 | 1 | 2020 |
User-controlled federated matrix factorization for recommender systems VW Anelli, Y Deldjoo, T Di Noia, A Ferrara, F Narducci Journal of Intelligent Information Systems 58 (2), 287-309, 2022 | | 2022 |
Federated Recommender Systems with Learning to Rank. VW Anelli, Y Deldjoo, T Di Noia, A Ferrara, F Narducci SEBD, 71-82, 2021 | | 2021 |
Sparse Embeddings for Recommender Systems with Knowledge Graphs. VW Anelli, T Di Noia, E Di Sciascio, A Ferrara, ACM Mancino IIR, 2021 | | 2021 |
How to perform reproducible experiments in the ELLIOT recommendation framework: Data processing, model selection, and performance evaluation VW Anelli, A Bellogín, A Ferrara, D Malitesta, FA Merra, C Pomo, ... Aachen: M. Jeusfeld c/o Redaktion Sun SITE, Informatik V, RWTH Aachen., 2021 | | 2021 |