Elena Beretta

According to our database, Elena Beretta authored at least 8 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Ethics-in-practice in UX Design: an Empirical Study of an AI-Based Conversational Support Tool.

Elena Beretta, Xiaotang Wei

Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency, 2026

2025

Social Bias in Vision Transformers: A Comparative Study Across Architectures and Learning Paradigms.

Takehiro Tsurumi, Elena Beretta

Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency, 2025

2024

Gender in Pixels: Pathways to Non-binary Representation in Computer Vision.

Elena Beretta

Proceedings of the Seventh AAAI/ACM Conference on AI, Ethics, and Society (AIES-24) - Full Archival Papers, October 21-23, 2024, San Jose, California, USA, 2024

2021

Algorithms for Social Good: A Study of Fairness and Bias in Automated Data-Driven Decision-Making Systems.

Elena Beretta

PhD thesis, 2021

Detecting discriminatory risk through data annotation based on Bayesian inferences.

Elena Beretta, Antonio Vetrò, Bruno Lepri, Juan Carlos De Martin

Proceedings of the FAccT '21: 2021 ACM Conference on Fairness, 2021

Equality of Opportunity in Ranking: A Fair-Distributive Model.

Elena Beretta, Antonio Vetrò, Bruno Lepri, Juan Carlos De Martin

Proceedings of the Advances in Bias and Fairness in Information Retrieval, 2021

2019

The Invisible Power of Fairness. How Machine Learning Shapes Democracy.

Elena Beretta, Antonio Santangelo, Bruno Lepri, Antonio Vetrò, Juan Carlos De Martin

Proceedings of the Advances in Artificial Intelligence, 2019

2018

Ethical and Socially-Aware Data Labels.

Elena Beretta, Antonio Vetrò, Bruno Lepri, Juan Carlos De Martin

Proceedings of the Information Management and Big Data, 5th International Conference, 2018