Boege, Tobias; Drton, Mathias; Hollering, Benjamin; Lumpp, Sarah; Misra, Pratik; Schkoda, Daniela
Conditional independence in stationary distributions of diffusions
Stochastic Processes and their Applications
2025
184
Jun
104604

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

Boege, Tobias; Drton, Mathias; Hollering, Benjamin; Lumpp, Sarah; Misra, Pratik; Schkoda, Daniela
Conditional independence in stationary distributions of diffusions
Stochastic Processes and their Applications
2025
184
Jun
104604

Schwank, Richard; McCormack, Andrew; Drton, Mathias
Robust Score Matching
Preprint
2025
Jan

Strieder, David; Drton, Mathias
Dual Likelihood for Causal Inference under Structure Uncertainty
Preprint
2024

Göbler, Konstantin; Miloschewski, Anne; Drton, Mathias; Mukherjee, Sach
High-Dimensional Undirected Graphical Models for Arbitrary Mixed Data
Preprint
2022

Göbler, Konstantin; Windisch, Tobias; Drton, Mathias; Pychynski, Tim; Sonntag, Steffen; Roth, Martin
causalAssembly: Generating Realistic Production Data for Benchmarking Causal Discovery
Preprint
2023

Drton, Mathias; Grosdos, Alexandros; McCormack, Andrew
Rational Maximum Likelihood Estimators of Kronecker Covariance Matrices
Preprint
2024

Drton, Mathias; Henckel, Leonard; Hollering, Benjamin; Misra, Pratik
Faithlessness in Gaussian graphical models
Preprint
2024