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

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

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

Drton, Mathias; Grosdos, Alexandros; Portakal, Irem; Sturma, Nils
Algebraic Sparse Factor Analysis
SIAM Journal on Applied Algebra and Geometry
2025
9
2
Apr
279-309

Strieder, David; Drton, Mathias
Identifying total causal effects in linear models under partial homoscedasticity
International Journal of Approximate Reasoning
2025
183
Aug
109455

Dusson, Geneviève; Klüppelberg, Claudia; Friesecke, Gero
Copula methods for modeling pair densities in density functional theory
The Journal of Chemical Physics
2025
162
14
Apr