Osman Mian

According to our database, Osman Mian authored at least 10 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Causal Structure Learning for Dynamical Systems with Theoretical Score Analysis.

Nicholas Tagliapietra, Katharina Ensinger, Christoph Zimmer, Osman Mian

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

SEQRET: Mining Rule Sets from Event Sequences.

Aleena Siji, Joscha Cüppers, Osman Mian, Jilles Vreeken

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2024

Practically Applicable Causal Discovery.

Osman Ali Mian

PhD thesis, 2024

Learning Causal Networks from Episodic Data.

Osman Mian, Sarah Mameche, Jilles Vreeken

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

An Information Theoretic Framework for Continual Learning of Causal Networks.

Osman Mian, Sarah Mameche

Proceedings of the AAAI Bridge Program on Continual Causality, 2024

2023

Nothing but Regrets - Privacy-Preserving Federated Causal Discovery.

Osman Mian, David Kaltenpoth, Michael Kamp, Jilles Vreeken

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

Information-Theoretic Causal Discovery and Intervention Detection over Multiple Environments.

Osman Mian, Michael Kamp, Jilles Vreeken

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Regret-based Federated Causal Discovery.

Osman Mian, David Kaltenpoth, Michael Kamp

Proceedings of the KDD'22 Workshop on Causal Discovery, 15 August 2022, Washington DC, USA, 2022

Inferring Cause and Effect in the Presence of Heteroscedastic Noise.

Sascha Xu, Osman Mian, Alexander Marx, Jilles Vreeken

Proceedings of the International Conference on Machine Learning, 2022

2021

Discovering Fully Oriented Causal Networks.

Osman Mian, Alexander Marx, Jilles Vreeken

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021