Papers

• 2018-09-26 Wed. Evaluating Fairness Metrics in the Presence of Dataset Bias URL paper fairness
• 2018-09-20 Thu. Foolbox: A python toolbox to benchmark the robustness of machine learning models URL paper robustness  accountability
• 2018-09-02 Sun. Fairness-Aware Classifier with Prejudice Remover Regularizer URL paper fairness
• 2018-09-02 Sun. A comparative study of fairness-enhancing interventions in machine learning URL paper fairness
• 2018-09-02 Sun. Certifying and removing disparate impact URL paper fairness
• 2018-09-02 Sun. Auditing black-box models for indirect influence URL paper fairness
• 2018-08-30 Thu. Discriminative but Not Discriminatory: A Comparison of Fairness Definitions under Different Worldviews URL paper fairness