| Consumer fairness in recommender systems: Contextualizing definitions and mitigations L Boratto, G Fenu, M Marras, G Medda European Conference on Information Retrieval, 552-566, 2022 | 40 | 2022 |
| Fair voice biometrics: Impact of demographic imbalance on group fairness in speaker recognition G Fenu, M Marras, G Medda, G Meloni Interspeech, 1892-1896, 2021 | 29 | 2021 |
| Improving fairness in speaker recognition G Fenu, G Medda, M Marras, G Meloni Proceedings of the 2020 European Symposium on Software Engineering, 129-136, 2020 | 28 | 2020 |
| Practical perspectives of consumer fairness in recommendation L Boratto, G Fenu, M Marras, G Medda Information Processing & Management 60 (2), 103208, 2023 | 19 | 2023 |
| Counterfactual graph augmentation for consumer unfairness mitigation in recommender systems L Boratto, F Fabbri, G Fenu, M Marras, G Medda Proceedings of the 32nd ACM International Conference on Information and …, 2023 | 14 | 2023 |
| GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual Reasoning G Medda, F Fabbri, M Marras, L Boratto, G Fenu arXiv preprint arXiv:2304.06182, 2023 | 10 | 2023 |
| Robustness in Fairness against Edge-level Perturbations in GNN-based Recommendation L Boratto, F Fabbri, G Fenu, M Marras, G Medda European Conference on Information Retrieval, 38-55, 2024 | 5 | 2024 |
| Causal reasoning for algorithmic fairness in voice controlled cyber-physical systems G Fenu, M Marras, G Medda, G Meloni Pattern Recognition Letters 168, 131-137, 2023 | 5 | 2023 |
| How do you feel? information retrieval in psychotherapy and fair ranking assessment V Kumar, G Medda, DR Recupero, D Riboni, R Helaoui, G Fenu International Workshop on Algorithmic Bias in Search and Recommendation, 119-133, 2023 | 3 | 2023 |
| How Fair is Your Diffusion Recommender Model? D Malitesta, G Medda, E Purificato, L Boratto, FD Malliaros, M Marras, ... arXiv preprint arXiv:2409.04339, 2024 | 2 | 2024 |
| First International Workshop on Graph-Based Approaches in Information Retrieval (IRonGraphs 2024) L Boratto, D Malitesta, M Marras, G Medda, C Musto, E Purificato European Conference on Information Retrieval, 415-421, 2024 | 2 | 2024 |
| Consumer fairness benchmark in recommendation L Boratto, G Fenu, M Marras, G Medda CEUR WORKSHOP PROCEEDINGS 3448, 60-65, 2023 | 2 | 2023 |
| Comprehensive Assessment of Robustness in Fairness of GNN-based Recommender Systems against Attacks L Boratto, F Fabbri, G Fenu, M Marras, G Medda CEUR WORKSHOP PROCEEDINGS 3802, 62-65, 2024 | 1 | 2024 |
| Advances on Graph-Based Approaches in Information Retrieval: Preface L Boratto, D Malitesta, M Marras, G Medda, C Musto, E Purificato COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE 2197, v-vi, 2025 | | 2025 |
| Unlocking LLMs: Addressing Scarce Data and Bias Challenges in Mental Health V Kumar, E Ntoutsi, PS Rajawat, G Medda, DR Recupero arXiv preprint arXiv:2412.12981, 2024 | | 2024 |
| Fair Augmentation for Graph Collaborative Filtering L Boratto, F Fabbri, G Fenu, M Marras, G Medda Proceedings of the 18th ACM Conference on Recommender Systems, 158-168, 2024 | | 2024 |
| Report on the 1st International Workshop on Graph-Based Approaches in Information Retrieval (IRonGraphs 2024) at ECIR 2024 L Boratto, D Malitesta, M Marras, G Medda, C Musto, E Purificato ACM SIGIR Forum 58 (1), 1-4, 2024 | | 2024 |
| Unfairness Assessment, Explanation and Mitigation in Machine Learning Models for Personalization G Medda Università degli Studi di Cagliari, 2024 | | 2024 |
| Advances on Graph-Based Approaches in Information Retrieval L Boratto, D Malitesta, M Marras, G Medda, C Musto, E Purificato Springer Nature, 2024 | | 2024 |
| Guaranteeing Privacy and Fairness in Personalized Systems G Medda THE 1ST EARLY CAREER RESEARCHERS WORKSHOP COLLOCATED WITH ECCS 2021, 66, 2021 | | 2021 |
Mirko MarrasTenure-Track Assistant Professor of Deep Learning, University of CagliariAdresse e-mail validée de unica.it