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Unpaired Multi-Domain Causal Representation Learning
34465--34492
Advances in Neural Information Processing Systems 36
37th Annual Conference on Neural Information Processing Systems (NeurIPS 2023)
2023
Testing many constraints in possibly irregular models using incomplete U-statistics
Journal of the Royal Statistical Society Series B: Statistical Methodology
2024
Mar
1--26
On the Lasso for Graphical Continuous Lyapunov Models
514-550
Proceedings of Machine Learning Research
Third Conference on Causal Learning and Reasoning
2024
Dual Likelihood for Causal Inference under Structure Uncertainty
1-17
Proceedings of Machine Learning Research
Third Conference on Causal Learning and Reasoning
2024
causalAssembly: Generating Realistic Production Data for Benchmarking Causal Discovery
609--642
Proceedings of Machine Learning Research
Third Conference on Causal Learning and Reasoning
2024
Interaction Models and Generalized Score Matching for Compositional Data
1-25
Proceedings of Machine Learning Research
The 2nd Learning on Graphs Conference
2024
Causal Discovery with Unobserved Confounding and Non-Gaussian Data
Journal of Machine Learning Research
2023
24
271
Aug
1−61
Assessable and interpretable sensitivity analysis in the pattern graph framework for nonignorable missingness mechanisms
Statistics in Medicine
2023
42
29
Sep
5419-5450
Confidence in causal inference under structure uncertainty in linear causal models with equal variances
Journal of Causal Inference
2023
11
1
Dec