Graphical Models

Causal inference on process graphs: Causal structure and effect identification
A structural vector autoregressive (SVAR) process is a linear causal model for variables that evolve over a discrete set of time points …
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@article{reiterCausalInferenceOnProcess2026,
 author = {Nicolas-Domenic Reiter and Jonas Wahl and Andreas Gerhardus and Jakob Runge},
 doi = {10.3150/25-BEJ1909},
 journal = {Bernoulli},
 month = {5},
 number = {2},
 pages = {1356-1382},
 publisher = {Bernoulli Society for Mathematical Statistics and Probability},
 title = {Causal inference on process graphs: Causal structure and effect identification},
 url = {https://www.dfki.de/fileadmin/user_upload/import/16775_casual_inference_on_process_graphs.pdf},
 volume = {32},
 year = {2026}
}
DOI
Simulating the Large-Scale Erosion of Genomic Privacy Over Time
The dramatically decreasing costs of DNA sequencing have triggered more than a million humans to have their genotypes sequenced. …
@article{backesSimulatingTheLargeScaleErosion2018,
 author = {Michael Backes and Pascal Berrang and Mathias Humbert and Xiaoyu Shen and Verena Wolf},
 doi = {10.1109/TCBB.2018.2859380},
 journal = {IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)},
 month = {7},
 number = {5},
 pages = {1405-1412},
 publisher = {IEEE},
 title = {Simulating the Large-Scale Erosion of Genomic Privacy Over Time},
 volume = {15},
 year = {2018}
}
DOI