Aug 2024
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New publication 🎉 “Algorithm-agnostic significance testing in supervised learning with multimodal data” in collaboration with Anton Rask Lundborg has been accepted for publication in Briefings in Bioinformatics! The corresponding comets R package is available on GitHub and CRAN.
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Aug 2024
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New publication 🎉 “Model-based causal feature selection for general response types” has been accepted for publication in the Journal of the American Statistical Association. Software implementing our method is available in the R package tramicp on GitHub and on CRAN.
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Jun 2024
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New preprint 🎉 “Instrumental Variable Estimation of Distributional Causal Effects” in collaboration with Niklas Pfister. Code is available on GitHub.
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Apr 2024
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New publication 🎉 “Estimating Conditional Distributions with Neural Networks using R package deeptrafo ” got accepted for publication in the Journal of Statistical Software. Software is available on CRAN.
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Mar 2024
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I started my new role as Assistant Professor of Statistics at the Institute for Statistics and Mathematics of the Vienna University for Economics and Business.
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Feb 2023
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I successfully defended my PhD thesis titled “Deep Learning and Causal Inference with Transformation Models”.
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Jan 2023
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I acquired a postdoctoral mobility grant from the Swiss National Science Foundation for my proposal on Distributional Instrumental Variables Estimation (DIVE). During the fellowship, I will be working with Niklas Pfister and Jonas Peters at the University of Copenhagen, starting March 2023.
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