Julius Kügelgen

2 papers · 2019–2020 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (14)

Conferences

AISTATS (1) UAI (1)

Top co-authors

Alexander Mey (2) Marco Loog (2) Bernhard Schölkopf (1)

Keywords

causal inference (2) semi-supervised learning (2) domain adaptation (1) covariate shift (1) conditional distribution (1) causal mechanism (1) semi-generative model (1) causal feature (1) independent causal mechanism (1)

Papers

Semi-supervised learning, causality, and the conditional cluster assumption UAI 2020

Semi-Generative Modelling: Covariate-Shift Adaptation with Cause and Effect Features AISTATS 2019