HS2023: 42116/62116 Fairness and Privacy in Machine Learning

This course will give an overview of the theory and practice of fairness and privacy from an algorithmic perspective, applied to problems in machine learning. - Fairness concepts: Meritocracy, Discrimination - Privacy concepts: Anonymity, Differential Privacy

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Kursbeschreibung
Fairness and privacy in machine learning and decision making

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This course will give an overview of the theory and practice of fairness and privacy from an algorithmic perspective, applied to problems in machine learning.

- Fairness concepts: Meritocracy, Discrimination
- Privacy concepts: Anonymity, Differential Privacy

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Deutsch
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