Drton, Mathias; Henckel, Leonard; Hollering, Benjamin; Misra, Pratik
Faithlessness in Gaussian graphical models
Bernoulli
2026
32
1
Dec
638-663

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

Jannis Maximilian Friebe
Optimal M-estimation in linear non-Gaussian models
Masterarbeit
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

Carl Kristian Gomér Torp
A Framework for Dependence Analysis of Bivariate Financial Time Series
Masterarbeit
2025

Joshwa Georgekutty
Regime Switching of Hydrological Time Series Using Copulas
Masterarbeit
2025

Tramontano, Daniele; Kivva, Yaroslav; Salehkaleybar, Saber; Drton, Mathias; Kiyavash, Negar
Causal Effect Identification in LiNGAM Models with Latent Confounders
48468-48493
Proceedings of Machine Learning Research
The 41st International Conference on Machine Learning
2024

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