Dennis Frauen
Graduate student @ University of Munich
causal inference
deep learning
time series
causal effect estimation
1
presentations
SHORT BIO
I am a second-year PhD student at the Institute of AI in Management, University of Munich (LMU). My research focuses mainly on causal machine learning. I am interested in developing novel methodology for causal inference from observational data. In doing so, I build on tools from both statistical theory as well as recent advances in e.g., Deep Learning.
OTHER AFFILIATIONS
Munich Center of Machine Learning (MCML)
Presentations
Estimating average causal effects from patient trajectories
Dennis Frauen and 3 other authors