Although there are many approaches and libraries presently in practice to analyze fairness in machine learning models, they all are still limited to some or other factors. These tools are either specifically not addressing large-scale problems (and the inherent challenges that come with such scale) or tied to a specific cloud environment. To solve this … Continue reading LinkedIn open-sources LiFT to enable the measurement of fairness in large-scale machine learning workflows