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Stefan Bauer
Stefan Bauer
6
papers
133
total citations
papers (6)
Interventions, Where and How? Experimental Design for Causal Models at Scale
NEURIPS 2022
arXiv
57
citations
BayesDAG: Gradient-Based Posterior Inference for Causal Discovery
NEURIPS 2023
arXiv
32
citations
Exploring the Latent Space of Autoencoders with Interventional Assays
NEURIPS 2022
arXiv
23
citations
Exploring the Effectiveness of Object-Centric Representations in Visual Question Answering: Comparative Insights with Foundation Models
ICLR 2025
arXiv
12
citations
Challenges and Considerations in the Evaluation of Bayesian Causal Discovery
ICML 2024
arXiv
6
citations
Trust Your $\nabla$: Gradient-based Intervention Targeting for Causal Discovery
NEURIPS 2023
arXiv
3
citations