Giacomo Medda

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 16

Top Topics

Speaker Recognition

Recommendation Quality

Information Retrieval

Top Venues

Inf. Process. Manag.

Publications

Ludovico Boratto, Daniele Malitesta, Mirko Marras, Giacomo Medda, Cataldo Musto, Erasmo Purificato
Report on the 1st International Workshop on Graph-Based Approaches in Information Retrieval (IRonGraphs 2024) at ECIR 2024. SIGIR Forum 58 (1) (2024)
Ludovico Boratto, Francesco Fabbri, Gianni Fenu, Mirko Marras, Giacomo Medda
Robustness in Fairness Against Edge-Level Perturbations in GNN-Based Recommendation. ECIR (3) (2024)
Ludovico Boratto, Daniele Malitesta, Mirko Marras, Giacomo Medda, Cataldo Musto, Erasmo Purificato
First International Workshop on Graph-Based Approaches in Information Retrieval (IRonGraphs 2024). ECIR (5) (2024)
Ludovico Boratto, Francesco Fabbri, Gianni Fenu, Mirko Marras, Giacomo Medda
Robustness in Fairness against Edge-level Perturbations in GNN-based Recommendation. CoRR (2024)
Vivek Kumar, Giacomo Medda, Diego Reforgiato Recupero, Daniele Riboni, Rim Helaoui, Gianni Fenu
How Do You Feel? Information Retrieval in Psychotherapy and Fair Ranking Assessment. BIAS (2023)
Giacomo Medda, Francesco Fabbri, Mirko Marras, Ludovico Boratto, Gianni Fenu
GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual Reasoning. CoRR (2023)
Ludovico Boratto, Francesco Fabbri, Gianni Fenu, Mirko Marras, Giacomo Medda
Counterfactual Graph Augmentation for Consumer Unfairness Mitigation in Recommender Systems. CIKM (2023)
Ludovico Boratto, Francesco Fabbri, Gianni Fenu, Mirko Marras, Giacomo Medda
Counterfactual Graph Augmentation for Consumer Unfairness Mitigation in Recommender Systems. CoRR (2023)
Ludovico Boratto, Gianni Fenu, Mirko Marras, Giacomo Medda
Consumer Fairness Benchmark in Recommendation. IIR (2023)
Gianni Fenu, Mirko Marras, Giacomo Medda, Giacomo Meloni
Causal reasoning for algorithmic fairness in voice controlled cyber-physical systems. Pattern Recognit. Lett. 168 (2023)
Ludovico Boratto, Gianni Fenu, Mirko Marras, Giacomo Medda
Practical perspectives of consumer fairness in recommendation. Inf. Process. Manag. 60 (2) (2023)
Ludovico Boratto, Gianni Fenu, Mirko Marras, Giacomo Medda
Consumer Fairness in Recommender Systems: Contextualizing Definitions and Mitigations. CoRR (2022)
Ludovico Boratto, Gianni Fenu, Mirko Marras, Giacomo Medda
Consumer Fairness in Recommender Systems: Contextualizing Definitions and Mitigations. ECIR (1) (2022)
Gianni Fenu, Mirko Marras, Giacomo Medda, Giacomo Meloni
Fair Voice Biometrics: Impact of Demographic Imbalance on Group Fairness in Speaker Recognition. Interspeech (2021)
Gianni Fenu, Giacomo Medda, Mirko Marras, Giacomo Meloni
Improving Fairness in Speaker Recognition. CoRR (2021)
Gianni Fenu, Giacomo Medda, Mirko Marras, Giacomo Meloni
Improving Fairness in Speaker Recognition. ESSE (2020)