Sturma, Nils; Kranzlmueller, Miriam; Portakal, Irem; Drton, Mathias
Matching Criterion for Identifiability in Sparse Factor Analysis
Psychometrika
2026
91
2
Jan
536-555

Tramontano, Daniele; Kivva, Yaroslav; Salehkaleybar, Saber; Kiyavash, Negar; Drton, Mathias
Causal Effect Identification in lvLiNGAM from Higher-Order Cumulants
59924-59944
Proceedings of Machine Learning Research
The 42nd International Conference on Machine Learning
2026

Tramontano, Daniele;Drton, Mathias;Etesami, Jalal
Parameter identification in linear non-Gaussian causal models under general confounding
The Annals of Statistics
2026
54
2
Apr
957-981

Tramontano, Daniele; Drton, Mathias; Etesami, Jalal
Parameter identification in linear non-Gaussian causal models under general confounding
The Annals of Statistics
2026
54
2
Apr
957-981

Talbut, Roan; Tramontano, Daniele; Cao, Yueqi; Drton, Mathias; Monod, Anthea
Probability metrics for tropical spaces of different dimensions
Foundations of Data Science
2026
10
0
Dec
158-189

Wei Peng
Score Matching with Missing Data for Graphical Models
Masterarbeit
2026

Darya Shtromberg
Graphical Dependence Modeling in Stock Market Analysis
2026

Schwank, Richard; Drton, Mathias
On the distance between mean and geometric median in high dimensions
Statistics & Probability Letters
2026
233
Jun
110679

Wang, Y. Samuel; Kolar, Mladen; Drton, Mathias
Confidence Sets for Causal Orderings
Journal of the American Statistical Association
2025
121
553
Oct
690-703

August Lasinger
Efficient Estimation in the Linear Lyapunov Causal Model
Bachelorarbeit
2025