Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness

Abdelrahman Zayed, Prasanna Parthasarathi, Goncalo Mordido +3

Data-driven predictive solutions predominant in commercial applications tend to suffer from biases and stereotypes, which raises equity concerns. Prediction models may discover, us…