Advanced Topics in Data Mining
Each semester we will focus on a specific data mining topic; this semester we will focus on ``Discrimination Discovery and Fairness-aware Data Mining"
Topic for this semester: `Discrimination Discovery and Fairness-aware Data Mining
As automatic decision making (through artificial intelligence and big data) influences all sectors of our lives, there is a heated ongoing discussion on the risks of Artificial Intelligence , Big Data and Automatic Decision Making for unfair and discriminative decisions.
In this seminar, we will study issues related to discrimination and fairness and how can we develop models which are in compliance with ethical and legal norms.
ECTS points: 3
- Kick-off meeting: 1.11.2016 at 14:00, Appelstr. 9a, 15th floor, room 1506 (Glaspalast).
- There are no regular class meetings, only personal on demand meetings to discuss on your paper.
- Room: TBD
- Responsible Professor: Prof. Dr. Eirini Ntoutsi