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Osman Ali Mian
Osman Ali Mian
CISPA Helmholtz Center For Information Security
Bestätigte E-Mail-Adresse bei cispa.de - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Discovering fully oriented causal networks
OA Mian, A Marx, J Vreeken
Proceedings of the AAAI Conference on Artificial Intelligence 35 (10), 8975-8982, 2021
312021
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
162022
Information-theoretic causal discovery and intervention detection over multiple environments
O Mian, M Kamp, J Vreeken
Proceedings of the AAAI Conference on Artificial Intelligence 37 (8), 9171-9179, 2023
72023
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
62022
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
52023
Regret-based federated causal discovery
O Mian, D Kaltenpoth, M Kamp
The KDD'22 Workshop on Causal Discovery, 61-69, 2022
42022
Learning Causal Networks from Episodic Data
O Mian, S Mameche, J Vreeken
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024
2024
An Information Theoretic Framework for Continual Learning of Causal Networks.
O Mian, S Mameche
2024
Causal Discovery using MDL-based Regression
OA Mian
Universität des Saarlandes Saarbrücken, 2019
2019
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