Team

▪ Research focus on AI for businesses, public organizations and health management
▪ Dual affiliation to the LMU Faculty of Mathematics, Informatics and Statistics
▪ Incoming principal investigator at the Munich Center for Machine Learning (MCML)
▪ Member of the LMU Innovation & Entrepreneurship Center (IEC)
▪ Fellow at the Konrad Zuse Schools of Excellence in AI

▪ Social media analytics
▪ Statistical analysis
▪ Applied machine learning
▪ Predictive analytics
▪ AI for good

▪ Causal machine learning
▪ Treatment effect estimation
▪ Longitudinal data analysis
▪ Causal representation learning
▪ Deep learning

▪ Social media analytics
▪ Applied machine learning
▪ Causal machine learning
▪ Fairness in AI
▪ AI for good

▪ Social media analytics
▪ AI for business
▪ Applied machine learning
▪ Predictive analytics
▪ AI for good

▪ Causal machine learning
▪ Treatment effect estimation
▪ Causal representation learning
▪ Causal structure learning
▪ Probabilistic modelling

▪ Headwind project (= hypoglycaemia warning system to prevent road traffic accidents)
▪ Statistical analysis
▪ Predictive analytics
▪ AI for medical applications
▪ AI for good

▪ Causal machine & deep learning
▪ Treatment effect estimation
▪ AI in healthcare
▪ Zero-/ few-shot learning
▪ Domain adaptation

▪ Causal machine learning
▪ Treatment effect estimation
▪ ML in healthcare
▪ Statistical analysis
▪ Applied machine learning