Yu, Shiqing; Drton, Mathias; Shojaie, Ali
Interaction Models and Generalized Score Matching for Compositional Data
1-25
Proceedings of Machine Learning Research
The 2nd Learning on Graphs Conference
2024

Shuai Wang
Learning Polytree Models with Hidden Variables
Masterarbeit
2024

Rahul Radhakrishnan
Learning Graphical Lyapunov Models using Best-subset Selection Methods
Masterarbeit
2023

Ruixuan Zhu
Applying double machine learning and BART methods to the American Causal Inference Conference 2022 Data Challenge
Masterarbeit
2023

Imrane Tola
Modelling Yield Curves and Economic Factors using Vine and Factor Copula Models
Masterarbeit
2024

Shi, Hongjian; Drton, Mathias; Han, Fang
On Azadkia–Chatterjee’s conditional dependence coefficient
Bernoulli
2024
30
2
May
851-877

Wang, Y. Samuel; Drton, Mathias
Causal Discovery with Unobserved Confounding and Non-Gaussian Data
Journal of Machine Learning Research
2023
24
271
Aug
1−61

Zamanian, Alireza; Ahmidi, Narges; Drton, Mathias
Assessable and interpretable sensitivity analysis in the pattern graph framework for nonignorable missingness mechanisms
Statistics in Medicine
2023
42
29
Sep
5419-5450

Strieder, David; Drton, Mathias
Confidence in causal inference under structure uncertainty in linear causal models with equal variances
Journal of Causal Inference
2023
11
1
Dec

Czado, Claudia; Bax, Karoline; Sahin, Özge; Nagler, Thomas; Min, Aleksey; Paterlini, Sandra
Vine copula based dependence modeling in sustainable finance
The Journal of Finance and Data Science
2022
8
Nov
309-330