Kügelgen, Julius

3 publications

UAI 2023 Causal Effect Estimation from Observational and Interventional Data Through Matrix Weighted Linear Estimators Klaus-Rudolf Kladny, Julius Kügelgen, Bernhard Schölkopf, Michael Muehlebach

UAI 2020 Semi-Supervised Learning, Causality, and the Conditional Cluster Assumption Julius Kügelgen, Alexander Mey, Marco Loog, Bernhard Schölkopf

AISTATS 2019 Semi-Generative Modelling: Covariate-Shift Adaptation with Cause and Effect Features Julius Kügelgen, Alexander Mey, Marco Loog