In this seminar, we will discuss different dimensions of the Reliability of AI. We will study a diverse set of tasks and approaches, for example:
- Robustness
- Selective Prediction
- Modularity
- Trustworthiness of AI
- Uncertainty estimation
- Evaluation of Reliability
- Out-of-Distribution Modeling
The focus of the seminar changes each semester.
- Dozent*in: Marcus Rohrbach