Alexander Marx
@a-marx.bsky.social
Prof. at TU Dortmund and RC Trust | Chair for Causality | Research on Causality, Machine Learning and Information Theory | Prev. ETH Zürich, ETH AI Center, CISPA and MPI for Informatics | Website: https://www.a-marx.com
🏆 Daniel Klippert received the IBS Bernd-Streitberg-Preis for his Master's thesis titled "An Analysis of Causal Inference Methods for Competing Risks" that he conducted in the lab of Markus Pauly.
March 28, 2025 at 11:27 AM
🏆 Daniel Klippert received the IBS Bernd-Streitberg-Preis for his Master's thesis titled "An Analysis of Causal Inference Methods for Competing Risks" that he conducted in the lab of Markus Pauly.
📜 Marlies Hafer presented our poster titled "Regression-based Estimation of Causal Effects under Selection Bias and Confounding", for which the preprint is available at arxiv.org/abs/2503.20546.
Regression-Based Estimation of Causal Effects in the Presence of Selection Bias and Confounding
We consider the problem of estimating the expected causal effect $E[Y|do(X)]$ for a target variable $Y$ when treatment $X$ is set by intervention, focusing on continuous random variables. In settings ...
arxiv.org
March 28, 2025 at 11:27 AM
📜 Marlies Hafer presented our poster titled "Regression-based Estimation of Causal Effects under Selection Bias and Confounding", for which the preprint is available at arxiv.org/abs/2503.20546.
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...
📄 openreview.net/forum?id=Ldf...
January 20, 2025 at 8:32 AM
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...
📄 openreview.net/forum?id=Ldf...
There the picture is not reformatted by Bluesky...
December 14, 2024 at 9:26 AM
There the picture is not reformatted by Bluesky...
Congrats Osman! This sounds like a very exciting combination.
December 2, 2024 at 9:31 AM
Congrats Osman! This sounds like a very exciting combination.