University of Cagliari
Mirko Marras
Can Existing 3D Monocular Object Detection Methods Work in Roadside Contexts? A Reproducibility Study
2023-01-01 Barra, S.; Marras, M.; Mohamed, S.; Podda, A. S.; Saia, R.
Reinforcement recommendation reasoning through knowledge graphs for explanation path quality
2023-01-01 Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M.
Dictionary Attacks on Speaker Verification
2023-01-01 Marras, M.; Korus, P.; Jain, A.; Memon, N.
Towards Explainable Educational Recommendation through Path Reasoning Methods
2023-01-01 Afreen, N.; Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M.
Practical perspectives of consumer fairness in recommendation
2023-01-01 Boratto, L.; Fenu, G.; Marras, M.; Medda, G.
Counterfactual Graph Augmentation for Consumer Unfairness Mitigation in Recommender Systems
2023-01-01 Boratto, L.; Fabbri, F.; Fenu, G.; Marras, M.; Medda, G.
Knowledge-aware Recommendations: Exploring the Interplay between Utility, Explanation Quality, and Fairness in Path Reasoning Methods
2023-01-01 Balloccu, G.; Boratto, L.; Cancedda, C.; Fenu, G.; Marras, M.
Consumer Fairness Benchmark in Recommendation
2023-01-01 Boratto, L.; Fenu, G.; Marras, M.; Medda, G.
Fourth International Workshop on Algorithmic Bias in Search and Recommendation (Bias 2023)
2023-01-01 Boratto, L.; Faralli, S.; Marras, M.; Stilo, G.
Knowledge is Power, Understanding is Impact: Utility and Beyond Goals, Explanation Quality, and Fairness in Path Reasoning Recommendation
2023-01-01 Balloccu, G.; Boratto, L.; Cancedda, C.; Fenu, G.; Marras, M.
Experts’ View on Challenges and Needs for Fairness in Artificial Intelligence for Education
2022-01-01 Fenu, G.; Galici, R.; Marras, M.
Demographic Fairness in Multimodal Biometrics: A Comparative Analysis on Audio-Visual Speaker Recognition Systems
2022-01-01 Fenu, G.; Marras, M.
Post Processing Recommender Systems with Knowledge Graphs for Recency, Popularity, and Diversity of Explanations
2022-01-01 Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M.
Guest Editorial of the FGCS Special Issue on Advances in Intelligent Systems for Online Education
2022-01-01 Bonnin, G.; Dessi, D.; Fenu, G.; Hlosta, M.; Marras, M.; Sack, H.
Meta Transfer Learning for Early Success Prediction in MOOCs
2022-01-01 Swamy, V.; Marras, M.; Kaser, T.
Consumer Fairness in Recommender Systems: Contextualizing Definitions and Mitigations
2022-01-01 Boratto, L.; Fenu, G.; Medda, G.; Marras, M.
Recency, Popularity, and Diversity of Explanations in Knowledge-based Recommendation
2022-01-01 Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M.
Hands on Explainable Recommender Systems with Knowledge Graphs
2022-01-01 Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M.
Evolutionary Clustering of Apprentices' Self- Regulated Learning Behavior in Learning Journals
2022-01-01 Mejia-Domenzain, P.; Marras, M.; Giang, C.; Cattaneo, A.; Kaser, T.
Advances in Bias and Fairness in Information Retrieval: Preface
2022-01-01 Boratto, L.; Faralli, S.; Marras, M.; Stilo, G.
Guest editorial of the IPM special issue on algorithmic bias and fairness in search and recommendation
2022-01-01 Boratto, L.; Faralli, S.; Marras, M.; Stilo, G.
XRecSys: A framework for path reasoning quality in explainable recommendation
2022-01-01 Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M.
The More Secure, the Less Equally Usable: Gender and Ethnicity (Un)fairness of Deep Face Recognition along Security Thresholds
2022-01-01 Atzori, A.; Fenu, G.; Marras, M.
Third International Workshop on Algorithmic Bias in Search and Recommendation (BIAS@ECIR2022)
2022-01-01 Boratto, L.; Faralli, S.; Marras, M.; Stilo, G.
Regulating Group Exposure for Item Providers in Recommendation
2022-01-01 Marras, M.; Boratto, L.; Ramos, G.; Fenu, G.
Robust reputation independence in ranking systems for multiple sensitive attributes
2022-01-01 Ramos, G.; Boratto, L.; Marras, M.
Identifying and Comparing Multi-dimensional Student Profiles Across Flipped Classrooms
2022-01-01 Mejia-Domenzain, P.; Marras, M.; Giang, C.; Kaser, T.
Connecting user and item perspectives in popularity debiasing for collaborative recommendation
2021-01-01 Boratto, L.; Fenu, G.; Marras, M.
Early Prediction of Conceptual Understanding in Interactive Simulations
2021-01-01 Cock, Jade; Marras, Mirko; Giang, Christian; Kaser, Tanja
Advances in Bias-aware Recommendation on the Web
2021-01-01 Boratto, Ludovico; Marras, Mirko
Can Feature Predictive Power Generalize? Benchmarking Early Predictors of Student Success across Flipped and Online Courses
2021-01-01 Marras, Mirko; Vignoud, Julien Tuang Tu; Kaser, Tanja
Second International Workshop on Algorithmic Bias in Search and Recommendation (BIAS@ECIR2021)
2021-01-01 Boratto, L.; Faralli, S.; Marras, Mirko; Stilo, G.
Designing intelligent systems for online education: Open challenges and future directions
2021-01-01 Dessi', Danilo; Kaser, Tanja; Marras, Mirko; Popescu, Elvira; Sack, Harald
Interplay between upsampling and regularization for provider fairness in recommender systems
2021-01-01 Boratto, Ludovico; Fenu, Gianni; Marras, Mirko
Advances in bias and fairness in information retrieval: Preface
2021-01-01 Boratto, L.; Faralli, S.; Marras, Mirko; Stilo, G.
The Winner Takes it All: Geographic Imbalance and Provider (Un)fairness in Educational Recommender Systems
2021-01-01 Gomez, E.; Shui Zhang, C.; Boratto, L.; Salamo, M.; Marras, Mirko
Combining mitigation treatments against biases in personalized rankings: use case on item popularity
2021-01-01 Boratto, L.; Fenu, Gianni; Marras, Mirko
Equality of Learning Opportunity via Individual Fairness in Personalized Recommendations
2021-01-01 Marras, Mirko; Boratto, Ludovico; Ramos, Guilherme; Fenu, Gianni
L2D 2021: First International Workshop on Enabling Data-Driven Decisions from Learning on the Web
2021-01-01 Dessì, Danilo; Kaser, T.; Marras, Mirko; Popescu, E.; Sack, H.
Fair Voice Biometrics: Impact of Demographic Imbalance on Group Fairness in Speaker Recognition
2021-01-01 Fenu, Gianni; Marras, Mirko; Medda, Giacomo; Meloni, Giacomo
Countering bias in personalized rankings : from data engineering to algorithm development
2021-01-01 Boratto, L.; Marras, Mirko
Reputation Equity in Ranking Systems
2021-01-01 Ramos, Guilherme; Boratto, Ludovico; Marras, Mirko
Machine Learning Models for Educational Platforms
2020-02-26
Hands on Data and Algorithmic Bias in Recommender Systems
2020-01-01 Boratto, L.; Marras, M.
Bias and Social Aspects in Search and Recommendation. First International Workshop, BIAS 2020, Lisbon, Portugal, April 14, Proceedings
2020-01-01 Boratto, Ludovico; Faralli, Stefano; Marras, Mirko; Stilo, Giovanni
A Framework for Biometric Recognition in Online Content Delivery Platforms
2020-01-01 Marras, Mirko; Fenu, Gianni
Preface
2020-01-01 Boratto, L.; Faralli, S.; Marras, M.; Stilo, G.
Exploring Algorithmic Fairness in Deep Speaker Verification
2020-01-01 Fenu, Gianni; Lafhouli, H.; Marras, Mirko
Improving Fairness in Speaker Recognition
2020-01-01 Fenu, Gianni; Medda, G.; Marras, Mirko; Meloni, Giacomo
Deep Multi-biometric Fusion for Audio-Visual User Re-Identification and Verification
2020-01-01 Marras, Mirko; Marin-Reyes, P. A.; Lorenzo-Navarro, J.; Castrillon-Santana, M.; Fenu, Gianni
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