Discover the projects that are currently being carried out by the Dataninja research training group. Bringing together eight research institutions across NRW, each project is a collaborative effort of two PhD students that work in tandem. For further information on each of the projects, please check out the individual project pages:

EKAmBa: Realtime Configuration of Algorithms with Multi-armed Bandits
GAIA: Gaussian Processes for Automatic and Interpretable Anomaly-detection
ML4ProM: Machine Learning and Drift Detection Methods for Predictive Prevention Technologies in Process Mining
NireHApS: Neuro-inspired and resource-efficient Hardware-Architectures for plastic SNNs
(RL)³ Representation, Reinforcement and Rule Learning – Transparent decision-making through explainable AI models
RoSe: Robust Individualization of Smart Sensor Technology through Transfer Learning Based Feature Selection
X-FI: Explainable Feature Importance

Associated Projects

Beyond the tandem projects, we support diverse and innovative ideas from talented graduate students. We are always happy to welcome PhD students working in the realm of trustworthy AI as new members in our network. The following projects are currently associated with our group:

GAL4STeP: Applications of Generative Adversarial Learning for Scientific Technical Relevant Problems
Dory: Data-Centric AI for Data Quality Assessment