We are looking for a highly motivated and skilled PhD candidate to work in the area of Machine Learning. Potential topics include, but are not restricted to:
- (Deep) Reinforcement Learning
- (Contextual) Multi-Armed Bandits
- Counterfactual Learning
- Fairness-aware Learning
- Fairness in Reinforcement Learning
- Off-policy Reinforcement Learning
- Modeling Bias in Machine Learning
- Decision Making under Uncertainty
- Auto ML
- Explainable AI
- Recommendation Systems
The Uncertainty in Artificial Intelligence (UAI) group is a new and quickly growing group embedded in the Data and AI (DAI) cluster at the Eindhoven University of Technology. In the DAI cluster, we aim at developing foundations of AI for the present and the future. This includes the design of new AI methods, development of AI algorithms and tools with a view at expanding the reach of AI and its generalization abilities. In particular, we study foundational issues of robustness, safety, trust, reliability, tractability, scalability, interpretability and explainability of AI.
For more information, please follow this link.
The position is available as soon as possible.