Fairness

Lecture: Fairness and Causality

• DS-UA 202: causality slides
• DS-GA 1017: fairness slides / causality slides

Topics:

• Overview of causality
• Counterfactual fairness

Reading: See Introduction and Algorithmic Fairness (Part 2)

Lab: Exploring Fairness when Training Models

• DS-UA 202: Colab Notebook
• DS-GA 1017: Colab Notebook

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