Fairness

Lecture: Algorithmic Fairness

• DS-UA 202: fairness slides
• DS-GA 1017: fairness slides (weeks 2 & 3)

Topics:

• Fairness in classification and set selection
• Fairness in risk assessment

Reading: See Introduction and Algorithmic Fairness (Part 1)

Lab: IBM’s AI Fairness 360 toolkit

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

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