Michael Mayowa Farayola

According to our database, Michael Mayowa Farayola authored at least 6 papers between 2023 and 2026.

Collaborative distances:

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

2026

A fairness-focused approach to recidivism prediction: implications for accuracy, trust, and equity.

Michael Mayowa Farayola, Irina Tal, Takfarinas Saber, Regina Connolly, Malika Bendechache

AI Soc., April, 2026

Beyond Calibration: Rethinking Algorithmic Fairness through an Intersectional, Justice-Aware Lens.

Michael Mayowa Farayola, Irina Tal, Takfarinas Saber, Malika Bendechache, Regina Connolly

Proceedings of the 59th Hawaii International Conference on System Sciences, 2026

2025

Intersectional Fairness in Healthcare AI: A Pipeline-Wide Evaluation of Multi-Stage Mitigation Strategies.

Shane Kennedy, Michael Mayowa Farayola, Daniel Kelly, Irina Tal, Takfarinas Saber, Regina Connolly, Malika Bendechache

Proceedings of TRUST-AI 2025, 2025

2024

Enhancing Algorithmic Fairness: Integrative Approaches and Multi-Objective Optimization Application in Recidivism Models.

Michael Mayowa Farayola, Malika Bendechache, Takfarinas Saber, Regina Connolly, Irina Tal

Proceedings of the 19th International Conference on Availability, Reliability and Security, 2024

2023

Ethics and Trustworthiness of AI for Predicting the Risk of Recidivism: A Systematic Literature Review.

Michael Mayowa Farayola, Irina Tal, Regina Connolly, Takfarinas Saber, Malika Bendechache

Inf., 2023

Fairness of AI in Predicting the Risk of Recidivism: Review and Phase Mapping of AI Fairness Techniques.

Michael Mayowa Farayola, Irina Tal, Malika Bendechache, Takfarinas Saber, Regina Connolly

Proceedings of the 18th International Conference on Availability, Reliability and Security, 2023