Login
Distribution-free tests of multivariate independence based on center-outward quadrant, Spearman, Kendall, and van der Waerden statistics
Bernoulli
2025
31
1
Oct
106–129
Rational maximum likelihood estimators of Kronecker covariance matrices
Algebraic Statistics
2024
15
1
Aug
145-164
High-dimensional undirected graphical models for arbitrary mixed data
Electronic Journal of Statistics
2024
18
1
Jun
2339–2404
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