| 2022 | FUSION | SOLBP: Second-Order Loopy Belief Propagation for Inference in Uncertain Bayesian Networks. | Conrad D. Hougen, Lance M. Kaplan, Magdalena Ivanovska, Federico Cerutti, Kumar Vijay Mishra, Alfred O. Hero III |
| 2022 | MDAI | Probabilistic Judgement Aggregation by Opinion Update. | Magdalena Ivanovska, Marija Slavkovik |
| 2018 | EUMAS | Counterfactually Fair Prediction Using Multiple Causal Models. | Fabio Massimo Zennaro, Magdalena Ivanovska |
| 2017 | MDAI | Joint Subjective Opinions. | Magdalena Ivanovska, Audun Jsang, Jie Zhang, Shuo Chen |
| 2016 | FUSION | Efficient Subjective Bayesian network belief propagation for trees. | Lance M. Kaplan, Magdalena Ivanovska |
| 2016 | KR | Bayesian Deduction with Subjective Opinions. | Magdalena Ivanovska, Audun Jsang, Francesco Sambo |
| 2015 | FUSION | Trust revision for conflicting sources. | Audun Jsang, Magdalena Ivanovska, Tim Muller |
| 2015 | FUSION | Towards subjective networks: Extending conditional reasoning in subjective logic. | Lance M. Kaplan, Magdalena Ivanovska, Audun Jsang, Francesco Sambo |
| 2010 | ECAI | Probabilistic Logic with Conditional Independence Formulae. | Magdalena Ivanovska, Martin Giese |