Francesco Fabbri

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 33

Top Topics

Pairwise Comparisons

Recommender Systems

Subset Selection

Restrictive Assumptions

Top Venues

Publications

Antonio Ferrara, Francesco Bonchi, Francesco Fabbri, Fariba Karimi, Claudia Wagner
Bias-aware ranking from pairwise comparisons. Data Min. Knowl. Discov. 38 (4) (2024)
Marco De Nadai, Francesco Fabbri, Paul Gigioli, Alice Wang, Ang Li, Fabrizio Silvestri, Laura Kim, Shawn Lin, Vladan Radosavljevic, Sandeep Ghael, David Nyhan, Hugues Bouchard, Mounia Lalmas-Roelleke, Andreas Damianou
Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks. CoRR (2024)
Andreas Damianou, Francesco Fabbri, Paul Gigioli, Marco De Nadai, Alice Wang, Enrico Palumbo, Mounia Lalmas
Towards Graph Foundation Models for Personalization. WWW (Companion Volume) (2024)
Marco De Nadai, Francesco Fabbri, Paul Gigioli, Alice Wang, Ang Li, Fabrizio Silvestri, Laura Kim, Shawn Lin, Vladan Radosavljevic, Sandeep Ghael, David Nyhan, Hugues Bouchard, Mounia Lalmas, Andreas Damianou
Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks. WWW (Companion Volume) (2024)
Andreas Damianou, Francesco Fabbri, Paul Gigioli, Marco De Nadai, Alice Wang, Enrico Palumbo, Mounia Lalmas
Towards Graph Foundation Models for Personalization. CoRR (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, Francesco Fabbri, Gianni Fenu, Mirko Marras, Giacomo Medda
Robustness in Fairness against Edge-level Perturbations in GNN-based Recommendation. CoRR (2024)
Yanhao Wang, Francesco Fabbri, Michael Mathioudakis, Jia Li
Fair Max-Min Diversity Maximization in Streaming and Sliding-Window Models. Entropy 25 (7) (2023)
Valerio La Gatta, Luca Luceri, Francesco Fabbri, Emilio Ferrara
The Interconnected Nature of Online Harm and Moderation: Investigating the Cross-Platform Spread of Harmful Content between YouTube and Twitter. HT (2023)
Valerio La Gatta, Luca Luceri, Francesco Fabbri, Emilio Ferrara
The Interconnected Nature of Online Harm and Moderation: Investigating the Cross-Platform Spread of Harmful Content between YouTube and Twitter. CoRR (2023)
Giacomo Medda, Francesco Fabbri, Mirko Marras, Ludovico Boratto, Gianni Fenu
GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual Reasoning. CoRR (2023)
Enrico Palumbo, Andreas Damianou, Alice Wang, Alva Liu, Ghazal Fazelnia, Francesco Fabbri, Rui Ferreira, Fabrizio Silvestri, Hugues Bouchard, Claudia Hauff, Mounia Lalmas, Ben Carterette, Praveen Chandar, David Nyhan
Graph Learning for Exploratory Query Suggestions in an Instant Search System. CIKM (2023)
Ludovico Boratto, Francesco Fabbri, Gianni Fenu, Mirko Marras, Giacomo Medda
Counterfactual Graph Augmentation for Consumer Unfairness Mitigation in Recommender Systems. CIKM (2023)
Francesco Fabbri, Yanhao Wang, Francesco Bonchi, Carlos Castillo, Michael Mathioudakis
Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways (Extended Abstract). IJCAI (2023)
Ludovico Boratto, Francesco Fabbri, Gianni Fenu, Mirko Marras, Giacomo Medda
Counterfactual Graph Augmentation for Consumer Unfairness Mitigation in Recommender Systems. CoRR (2023)
Yanhao Wang, Michael Mathioudakis, Jia Li, Francesco Fabbri
Max-Min Diversification with Fairness Constraints: Exact and Approximation Algorithms. CoRR (2023)
Francesco Fabbri, Xianghang Liu, Jack R. McKenzie, Bartlomiej Twardowski, Tri Kurniawan Wijaya
FedFNN: Faster Training Convergence Through Update Predictions in Federated Recommender Systems. CoRR (2023)
Yanhao Wang, Michael Mathioudakis, Jia Li, Francesco Fabbri
Max-Min Diversification with Fairness Constraints: Exact and Approximation Algorithms. SDM (2023)
Yanhao Wang, Francesco Fabbri, Michael Mathioudakis
Streaming Algorithms for Diversity Maximization with Fairness Constraints. ICDE (2022)
Francesco Fabbri, Maria Luisa Croci, Francesco Bonchi, Carlos Castillo
Exposure Inequality in People Recommender Systems: The Long-Term Effects. ICWSM (2022)
Francesco Fabbri, Yanhao Wang, Francesco Bonchi, Carlos Castillo, Michael Mathioudakis
Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways. CoRR (2022)
Yanhao Wang, Francesco Fabbri, Michael Mathioudakis
Streaming Algorithms for Diversity Maximization with Fairness Constraints. CoRR (2022)
Francesco Fabbri, Yanhao Wang, Francesco Bonchi, Carlos Castillo, Michael Mathioudakis
Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways. WWW (2022)
Francesco Fabbri, Maria Luisa Croci, Francesco Bonchi, Carlos Castillo
Exposure Inequality in People Recommender Systems: The Long-Term Effects. CoRR (2021)
David Solans, Francesco Fabbri, Caterina Calsamiglia, Carlos Castillo, Francesco Bonchi
Comparing Equity and Effectiveness of Different Algorithms in an Application for the Room Rental Market. AIES (2021)
Yanhao Wang, Francesco Fabbri, Michael Mathioudakis
Fair and Representative Subset Selection from Data Streams. WWW (2021)
Alejandro Ariza, Francesco Fabbri, Ludovico Boratto, Maria Salamó
From the Beatles to Billie Eilish: Connecting Provider Representativeness and Exposure in Session-Based Recommender Systems. ECIR (2) (2021)
Paolo Cintia, Daniele Fadda, Fosca Giannotti, Luca Pappalardo, Giulio Rossetti, Dino Pedreschi, Salvo Rinzivillo, Pietro Bonato, Francesco Fabbri, Francesco Penone, Marcello Savarese, Daniele Checchi, Francesca Chiaromonte, Paolo Vineis, Giorgio Guzzetta, Flavia Riccardo, Valentina Marziano, Piero Poletti, Filippo Trentini, Antonino Bella, Xanthi Andrianou, Martina Del Manso, Massimo Fabiani, Stefania Bellino, Stefano Boros, Alberto Mateo Urdiales, Maria Fenicia Vescio, Silvio Brusaferro, Giovanni Rezza, Patrizio Pezzotti, Marco Ajelli, Stefano Merler
The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy. CoRR (2020)
Yanhao Wang, Francesco Fabbri, Michael Mathioudakis
Streaming Submodular Maximization with Fairness Constraints. CoRR (2020)
Francesco Fabbri, Francesco Bonchi, Ludovico Boratto, Carlos Castillo
The Effect of Homophily on Disparate Visibility of Minorities in People Recommender Systems. ICWSM (2020)
Pietro Bonato, Paolo Cintia, Francesco Fabbri, Daniele Fadda, Fosca Giannotti, Pier Luigi Lopalco, Sara Mazzilli, Mirco Nanni, Luca Pappalardo, Dino Pedreschi, Francesco Penone, Salvatore Rinzivillo, Giulio Rossetti, Marcello Savarese, Lara Tavoschi
Mobile phone data analytics against the COVID-19 epidemics in Italy: flow diversity and local job markets during the national lockdown. CoRR (2020)
Cinzia Daraio, Francesco Fabbri, Giulia Gavazzi, Maria Grazia Izzo, Luca Leuzzi, Giammarco Quaglia, Giancarlo Ruocco
Assessing the interdependencies between scientific disciplinary profiles. Scientometrics 116 (3) (2018)
Cinzia Daraio, Francesco Fabbri, Giulia Gavazzi, Maria Grazia Izzo, Luca Leuzzi, Giammarco Quaglia, Giancarlo Ruocco
Assessing the Interdependencies between Scientific Disciplinary Profiles at the Country Level: a Pseudo-Likelihood Approach. ISSI (2017)