Wang, Y. Samuel; Kolar, Mladen; Drton, Mathias
Confidence Sets for Causal Orderings
Journal of the American Statistical Association
2025
Oct
1-14

Talbut, Roan; Tramontano, Daniele; Cao, Yueqi; Drton, Mathias; Monod, Anthea
Probability metrics for tropical spaces of different dimensions
Foundations of Data Science
2025
0
Dec

Hafner, Leon; Sturm, Gregor; Lumpp, Sarah; Drton, Mathias; List, Markus
Single-cell differential expression analysis between conditions within nested settings
Briefings in Bioinformatics
2025
26
4
Aug

Schwank, Richard; McCormack, Andrew; Drton, Mathias
Robust Score Matching
1234-1242
Proceedings of Machine Learning Research
The 28th International Conference on Artificial Intelligence and Statistics
ML Research Press
2025

Göbler, Konstantin; Windisch, Tobias; Drton, Mathias
Nonlinear Causal Discovery for Grouped Data
1453-1475
Proceedings of Machine Learning Research
The 41st Conference on Uncertainty in Artificial Intelligence
2025

Drton, Mathias; Garrote-López, Marina; Nikov, Niko; Robeva, Elina; Wang, Y. Samuel
Causal Discovery for Linear Non-Gaussian Models with Disjoint Cycles
1064-1083
Proceedings of Machine Learning Research
The 41st Conference on Uncertainty in Artificial Intelligence
2025

Hafner, Leon; Sturm, Gregor; Lumpp, Sarah; Drton, Mathias; List, Markus
Single-cell differential expression analysis between conditions within nested settings
Briefings in Bioinformatics
2025
26
4
Aug

Göbler, Konstantin
Nonparametric and Semiparametric Structure Learning in High-Dimensional Directed and Undirected Graphical Models
2025
Dissertation
175 Seiten

Schkoda, Daniela; Drton, Mathias
Goodness-of-fit tests for linear non-Gaussian structural equation models
Biometrika
2025
112
4
Jun
asaf046

Lumpp, Sarah; Drton, Mathias
On weak convergence of Gaussian conditional distributions
Statistics & Probability Letters
2025
226
Nov
110497