Revisiting Popularity and Demographic Biases in Recommender Evaluation and Effectiveness. - Nicola Neophytou; Bhaskar Mitra 001; Catherine Stinson (ECIR (1), 2022)

PrivFairFL: Privacy-Preserving Group Fairness in Federated Learning. - Sikha Pentyala; Nicola Neophytou; Anderson C. A. Nascimento; Martine De Cock; Golnoosh Farnadi (CoRR, 2022)

Promoting Fair Vaccination Strategies through Influence Maximization: A Case Study on COVID-19 Spread. - Nicola Neophytou; Afaf Taïk; Golnoosh Farnadi (AAAI, 2024)

Advancing Cultural Inclusivity: Optimizing Embedding Spaces for Balanced Music Recommendations. - Armin Moradi; Nicola Neophytou; Golnoosh Farnadi (CoRR, 2024)

Embedding Cultural Diversity in Prototype-Based Recommender Systems. - Armin Moradi; Nicola Neophytou; Florian Carichon; Golnoosh Farnadi (ECIR (1), 2025)