no code implementations • 18 May 2023 • Weronika Hryniewska, Piotr Czarnecki, Jakub Wiśniewski, Przemysław Bombiński, Przemysław Biecek
Based on this use case, we show how to monitor data and model balance (fairness) throughout the life cycle of a predictive model, from data acquisition to parity analysis of model scores.
1 code implementation • 1 Apr 2021 • Jakub Wiśniewski, Przemysław Biecek
The package includes a series of methods for bias mitigation that aim to diminish the discrimination in the model.