Mirko Marras
École Polytechnique Fédérale de Lausanne
H-index: 19
Europe-Switzerland
Top articles of Mirko Marras
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
First International Workshop on Graph-Based Approaches in Information Retrieval (IRonGraphs 2024) | Ludovico Boratto Daniele Malitesta Mirko Marras Giacomo Medda Cataldo Musto | 2024/3/23 | |
FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems | Information Fusion | Pietro Melzi Ruben Tolosana Ruben Vera-Rodriguez Minchul Kim Christian Rathgeb | 2024/7/1 |
Robustness in fairness against edge-level perturbations in gnn-based recommendation | Ludovico Boratto Francesco Fabbri Gianni Fenu Mirko Marras Giacomo Medda | 2024/3/23 | |
A Cost-Sensitive Meta-learning Strategy for Fair Provider Exposure in Recommendation | Ludovico Boratto Giulia Cerniglia Mirko Marras Alessandra Perniciano Barbara Pes | 2024/3/23 | |
FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data | arXiv preprint arXiv:2404.10378 | Ivan DeAndres-Tame Ruben Tolosana Pietro Melzi Ruben Vera-Rodriguez Minchul Kim | 2024/4/16 |
FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data | Pietro Melzi Ruben Tolosana Ruben Vera-Rodriguez Minchul Kim Christian Rathgeb | 2024 | |
If It's Not Enough, Make It So: Reducing Authentic Data Demand in Face Recognition through Synthetic Faces | arXiv preprint arXiv:2404.03537 | Andrea Atzori Fadi Boutros Naser Damer Gianni Fenu Mirko Marras | 2024/4/4 |
Explainable Recommender Systems with Knowledge Graphs and Language Models | Giacomo Balloccu Ludovico Boratto Gianni Fenu Francesca Maridina Malloci Mirko Marras | 2024/3/23 | |
Fourth international workshop on algorithmic bias in search and recommendation (bias 2023) | Ludovico Boratto Stefano Faralli Mirko Marras Giovanni Stilo | 2023/3/16 | |
How close are predictive models to teachers in detecting learners at risk? | Roberta Galici Tanja Käser Gianni Fenu Mirko Marras | 2023/6/18 | |
Consumer fairness benchmark in recommendation | CEUR WORKSHOP PROCEEDINGS | Ludovico Boratto Gianni Fenu Mirko Marras Giacomo Medda | 2023 |
Can Existing 3D Monocular Object Detection Methods Work in Roadside Contexts? A Reproducibility Study | Silvio Barra Mirko Marras Sondos Mohamed Alessandro Sebastian Podda Roberto Saia | 2023/11/2 | |
Demographic bias in low-resolution deep face recognition in the wild | IEEE Journal of Selected Topics in Signal Processing | Andrea Atzori Gianni Fenu Mirko Marras | 2023/2/27 |
Knowledge is power, understanding is impact: Utility and beyond goals, explanation quality, and fairness in path reasoning recommendation | Giacomo Balloccu Ludovico Boratto Christian Cancedda Gianni Fenu Mirko Marras | 2023/3/16 | |
Fairness of exposure in forensic face rankings | Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023). Pisa, Italy | Andrea Atzori Gianni Fenu Mirko Marras | 2023/6/8 |
Faithful Path Language Modelling for Explainable Recommendation over Knowledge Graph | arXiv preprint arXiv:2310.16452 | Giacomo Balloccu Ludovico Boratto Christian Cancedda Gianni Fenu Mirko Marras | 2023/10/25 |
Reinforcement recommendation reasoning through knowledge graphs for explanation path quality | Knowledge-Based Systems | Giacomo Balloccu Ludovico Boratto Gianni Fenu Mirko Marras | 2023/1/25 |
Do not trust a model because it is confident: uncovering and characterizing unknown unknowns to student success predictors in online-based learning | Roberta Galici Tanja Kaser Gianni Fenu Mirko Marras | 2023/3/13 | |
Knowledge-aware recommendations: Exploring the interplay between utility, explanation quality, and fairness in path reasoning methods | Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023). Pisa, Italy | Giacomo Balloccu Ludovico Boratto Christian Cancedda Gianni Fenu Mirko Marras | 2023/6/8 |
Counterfactual graph augmentation for consumer unfairness mitigation in recommender systems | Ludovico Boratto Francesco Fabbri Gianni Fenu Mirko Marras Giacomo Medda | 2023/10/21 |
Co-Authors
