Enhancing Model Fairness and Accuracy with Similarity Networks: A Methodological Approach

Samira Maghool, Paolo Ceravolo

In this paper, we propose an innovative approach to thoroughly explore dataset features that introduce bias in downstream machine-learning tasks. Depending on the data format, we u…