Verya Monjezi

Predicting Fairness of ML Software Configurations

2024 · arXiv (Cornell University)

This paper investigates the relationships between hyperparameters of machine learning and fairness. Data-driven solutions are increasingly used in critical socio-technical applications where ensuring fairness is important. Rather than explicitly encoding decision logic via control and …