Discovering fully oriented causal networks OA Mian, A Marx, J Vreeken Proceedings of the AAAI Conference on Artificial Intelligence 35 (10), 8975-8982, 2021 | 23 | 2021 |
Inferring cause and effect in the presence of heteroscedastic noise S Xu, OA Mian, A Marx, J Vreeken International Conference on Machine Learning, 24615-24630, 2022 | 11 | 2022 |
Regret-based Federated Causal Discovery O Mian, D Kaltenpoth, M Kamp The KDD'22 Workshop on Causal Discovery, 61-69, 2022 | 2 | 2022 |
Causal Inference with Heteroscedastic Noise Models. S Xu, A Marx, O Mian, J Vreeken Proceedings of the AAAI Workshop on Information Theoretic Causal Inference …, 2022 | 2 | 2022 |
Nothing but Regrets—Privacy-Preserving Federated Causal Discovery O Mian, D Kaltenpoth, M Kamp, J Vreeken International Conference on Artificial Intelligence and Statistics, 8263-8278, 2023 | 1 | 2023 |
Information-theoretic causal discovery and intervention detection over multiple environments O Mian, M Kamp, J Vreeken Proceedings of the AAAI Conference on Artificial Intelligence, AAAI-23, 2023 | 1 | 2023 |
Causal Discovery using MDL-based Regression OA Mian Universität des Saarlandes Saarbrücken, 2019 | | 2019 |