Causal Representation Learning
We introduce structural causal bottleneck models (SCBMs), a novel class of structural causal models. At the core of SCBMs lies the …
@inproceedings{bingStructuralCausalBottleneckModels2025,
author = {Simon Bing and Jonas Wahl and Jakob Runge},
booktitle = {UAI 2025 Workshop on Causal Abstractions and Representations. Causal Abstractions and Representations (CAR), located at UAI 2025, July 25, Rio de Janeiro, Brazil},
month = {6},
publisher = {OpenReview},
title = {Structural Causal Bottleneck Models},
url = {https://openreview.net/forum?id=EFNvKMSITB},
year = {2025}
}