Polina Suter

Efficient Sampling and Structure Learning of Bayesian Networks

Jack Kuipers, Polina Suter, Giusi Moffa · Journal of Computational and Graphical Statistics · 2021 · 59 citations · Full text

Engineering, Machine Learning, Network Analysis +18

Mutational interactions define novel cancer subgroups

Jack Kuipers, Thomas Thurnherr, Giusi Moffa et al. · Nature Communications · 2018 · 32 citations · Full text

Bayesian Structure Learning and Sampling of Bayesian Networks with the <i>R</i> Package <b>BiDAG</b>

Polina Suter, Jack Kuipers, Giusi Moffa et al. · Journal of Statistical Software · 2023 · 23 citations · Full text

Bayesian Statistic, Engineering, Machine Learning +20

Discovering gene regulatory networks of multiple phenotypic groups using dynamic Bayesian networks

Polina Suter, Jack Kuipers, Niko Beerenwinkel · Briefings in Bioinformatics · 2022 · 18 citations · Full text

Engineering, Machine Learning, Genetics +24

Multi-omics subtyping of hepatocellular carcinoma patients using a Bayesian network mixture model

Polina Suter, Eva Dazert, Jack Kuipers et al. · PLoS Computational Biology · 2022 · 12 citations · Full text