It was a great week in Berlin at #DAGStat2025 for our group! TLDR: Marlies presented our poster on recovering causal effects under selection bias (📜 preprint available), and Daniel received the IBS Bernd-Streitberg-Preis for his Master's thesis 🏆 🎉

If you are interested to learn more about pointwise information profiles and our main invariance result, I strongly recommend the blog post to this aspect of our paper by Paweł Czyż (pawel-czyz.github.io/posts/invari...).
📄 openreview.net/forum?id=Ldf...

In our previous paper on benchmarking #MutualInformation estimators, we focus on going "beyond normal" distributions. However, it turns out that we can do much more, as we show in our new TMLR paper: "On the Properties and Estimation of Pointwise Mutual Information Profiles" 1/2

If you are interested in diabetes research and attend the ML4H Symposium check out Alain Ryser's spotlight talk on "Transfer Learning for Pediatric Glucose Forecasting" or attend our poster🧐 #T1DM #TransferLearning
🗓️15.12.24 16:30

What's a better way to say "Hello" to Bluesky than with our first group photo 📸? Last week, we had a small Christmas celebration and took the picture in front of Dortmund's famous Christmas tree (tallest in Europe?)🎄

Curious about the #Causality group and our research? rc-trust.ai/groups/causa...