Giacomo Medda

According to our database, Giacomo Medda authored at least 11 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

First International Workshop on Graph-Based Approaches in Information Retrieval (IRonGraphs 2024).

Ludovico Boratto, Daniele Malitesta, Mirko Marras, Giacomo Medda, Cataldo Musto, Erasmo Purificato

Proceedings of the Advances in Information Retrieval, 2024

Robustness in Fairness Against Edge-Level Perturbations in GNN-Based Recommendation.

Ludovico Boratto, Francesco Fabbri, Gianni Fenu, Mirko Marras, Giacomo Medda

Proceedings of the Advances in Information Retrieval, 2024

2023

Causal reasoning for algorithmic fairness in voice controlled cyber-physical systems.

Gianni Fenu, Mirko Marras, Giacomo Medda, Giacomo Meloni

Pattern Recognit. Lett., April, 2023

Practical perspectives of consumer fairness in recommendation.

Ludovico Boratto, Gianni Fenu, Mirko Marras, Giacomo Medda

Inf. Process. Manag., 2023

GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual Reasoning.

Giacomo Medda, Francesco Fabbri, Mirko Marras, Ludovico Boratto, Gianni Fenu

CoRR, 2023

Consumer Fairness Benchmark in Recommendation.

Ludovico Boratto, Gianni Fenu, Mirko Marras, Giacomo Medda

Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), 2023

Counterfactual Graph Augmentation for Consumer Unfairness Mitigation in Recommender Systems.

Ludovico Boratto, Francesco Fabbri, Gianni Fenu, Mirko Marras, Giacomo Medda

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

How Do You Feel? Information Retrieval in Psychotherapy and Fair Ranking Assessment.

Vivek Kumar, Giacomo Medda, Diego Reforgiato Recupero, Daniele Riboni, Rim Helaoui, Gianni Fenu

Proceedings of the Advances in Bias and Fairness in Information Retrieval, 2023

2022

Consumer Fairness in Recommender Systems: Contextualizing Definitions and Mitigations.

Ludovico Boratto, Gianni Fenu, Mirko Marras, Giacomo Medda

Proceedings of the Advances in Information Retrieval, 2022

2021

Fair Voice Biometrics: Impact of Demographic Imbalance on Group Fairness in Speaker Recognition.

Gianni Fenu, Mirko Marras, Giacomo Medda, Giacomo Meloni

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

2020

Improving Fairness in Speaker Recognition.

Gianni Fenu, Giacomo Medda, Mirko Marras, Giacomo Meloni

Proceedings of the ESSE 2020: 2020 European Symposium on Software Engineering, 2020