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 explain ability of AI.
The UAI group is looking for a highly motivated and skilled PhD candidate to work in an area of Machine Learning as suggested below. The concrete research direction will be determined together with the successful candidate. 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
We encourage you to express your preferences on the above topics (if applicable) in your research statement.
Ph D; Bayesian Uncertainty Quantification For Flow Simulations Of Soft Materials, Eindhoven University of Technology, Netherlands, about 8 hours ago
The Eindhoven University of Technology (TU/e), Department of Mechanical Engineering has a vacancy for a PhD Student on Bayesian uncertainty quantification for flow simulations of soft materials in...
Ph D Position In Graph Neural Networks Modelling , Times Higher Education, United Kingdom, 5 days ago
About the position This PhD position is a part of NTNUs initiative to establish a Center for Green Shift in the Built Environment hosted by the department of Civil and Environmental Engineering. T...
Ph D Candidates In Artificial Intelligence , NTNU, Norway, about 7 hours ago
This is NTNU At NTNU, creating knowledge for a better world is the vision that unites our 7 400 employees and 42 000 students. We are looking for dedicated employees to join us. You will find more...
Ph D Student Position In Designing Artificial Intelligence Systems , Umeå University, Sweden, about 22 hours ago
Research topic: Designing AI systems capable of accounting for the exposition of users to anxiety and adapting the behaviour of the system to reduce this anxiety. The Department of Computing Scien...
Doctoral Candidate In Stochastic Modelling And Control Of Chemical And Biochemical Systems, Aalto University, Findland, about 22 hours ago
Aalto University is a community of bold thinkers where science and art meet technology and business. We are committed to identifying and solving grand societal challenges and building an innovativ...
Ph D Candidate Within Artificial Intelligence For Arctic Marine Technology, Times Higher Education, United Kingdom, 5 days ago
About the position The Department of Marine Technology , NTNU, Trondheim, NORWAY is looking for a potential PhD candidate. The PhD candidate will work in a high-level international research enviro...