Richard Schwank
Robust Score Matching for Graphical Models
Masterarbeit
2024

Schulz, Andreas S.;Telha, Claudio
On the complexity of a maintenance problem for hierarchical systems
Operations Research Letters
2024
107117

Althaus, Konstantin;Papaioannou, Iason;Ullmann, Elisabeth
Consensus-Based Rare Event Estimation
SIAM Journal on Scientific Computing
2024
46
3
A1487-A1513

Michael M. Wolf
Differential forms & De Rham cohomology I
2023

Sturma, Nils; Squires, Chandler; Drton, Mathias; Uhler, Caroline
Unpaired Multi-Domain Causal Representation Learning
34465--34492
Advances in Neural Information Processing Systems 36
37th Annual Conference on Neural Information Processing Systems (NeurIPS 2023)
2023

Sturma, Nils; Drton, Mathias; Leung, Dennis
Testing many constraints in possibly irregular models using incomplete U-statistics
Journal of the Royal Statistical Society Series B: Statistical Methodology
2024
Mar
1--26

Dettling, Philipp; Drton, Mathias; Kolar, Mladen
On the Lasso for Graphical Continuous Lyapunov Models
514-550
Proceedings of Machine Learning Research
Third Conference on Causal Learning and Reasoning
2024

Strieder, David; Drton, Mathias
Dual Likelihood for Causal Inference under Structure Uncertainty
1-17
Proceedings of Machine Learning Research
Third Conference on Causal Learning and Reasoning
2024

Göbler, Konstantin; Windisch, Tobias; Drton, Mathias; Pychynski, Tim; Roth, Martin; Sonntag, Steffen
causalAssembly: Generating Realistic Production Data for Benchmarking Causal Discovery
609--642
Proceedings of Machine Learning Research
Third Conference on Causal Learning and Reasoning
2024

Reuter, Peter Moritz
Scope and Limitations of Market Generators
Masterarbeit
2024