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Osman Mian
Postdoc, IKIM - the Institute for Artificial Intelligence in Medicine
Joined
May 2022
Names
Osman Mian
(Preferred)
,
Osman Ali Mian
Emails
****@cispa.de
(Confirmed)
,
****@outlook.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
LinkedIn
Career & Education History
Postdoc
IKIM - the Institute for Artificial Intelligence in Medicine
(ume.de)
2024
–
Present
PhD student
CISPA Helmholtz Center for Information Security
(cispa.de)
2019
–
2024
Advisors, Relations & Conflicts
Coauthor
Alexander Marx
Present
Coauthor
Sarah Mameche
Present
Coauthor
David Kaltenpoth
Present
Coworker
Joscha Cüppers
Present
Coworker
Nils Philipp Walter
Present
Coauthor
Sascha Xu
Present
Social
Muneeb Aadil
Present
Coworker
Amr Abourayya
2024
–
Present
Coworker
Ting Han
2024
–
Present
Coauthor
Michael Kamp
2022
–
Present
PhD Advisor
Jilles Vreeken
2019
–
2024
Expertise
Causal Discovery
Present
Causal Inference
Present
Federated Learning
Present
Publications
Causal Structure Learning for Dynamical Systems with Theoretical Score Analysis
Nicholas Tagliapietra
,
Katharina Ensinger
,
Christoph Zimmer
,
Osman Mian
AAAI 2026 (Oral, Outstanding Paper Award)
Readers:
Everyone
Unified Causal Discovery and Missing Data Imputation
Osman Mian
,
Jens Kleesiek
,
Michael Kamp
AISTATS 2026 Poster
Readers:
Everyone
Efficient Greedy Equivalence Search for Non-Score-Equivalent Criteria using Sampling
Rafailia Chatzianastasiou
,
Osman Mian
,
Jilles Vreeken
NeurIPS 2025 Workshop CauScien Poster
Readers:
Everyone
Learning Causal Networks from Episodic Data
Osman Mian
,
Sarah Mameche
,
Jilles Vreeken
KDD 2024
Readers:
Everyone
Nothing but Regrets - Privacy-Preserving Federated Causal Discovery
Osman Mian
,
David Kaltenpoth
,
Michael Kamp
,
Jilles Vreeken
AISTATS 2023
Readers:
Everyone
Information-Theoretic Causal Discovery and Intervention Detection over Multiple Environments
Osman Mian
,
Michael Kamp
,
Jilles Vreeken
AAAI 2023
Readers:
Everyone
Regret-based Federated Causal Discovery
Osman Mian
,
David Kaltenpoth
,
Michael Kamp
CD@KDD 2022
Readers:
Everyone
Inferring Cause and Effect in the Presence of Heteroscedastic Noise
Sascha Xu
,
Osman Ali Mian
,
Alexander Marx
,
Jilles Vreeken
2022 (modified: 26 Jul 2022)
ICML 2022
Readers:
Everyone
Discovering Fully Oriented Causal Networks
Osman Ali Mian
,
Alexander Marx
,
Jilles Vreeken
2021 (modified: 18 Feb 2022)
AAAI 2021
Readers:
Everyone
Co-Authors
Alexander Marx
Christoph Zimmer
David Kaltenpoth
Jens Kleesiek
Jilles Vreeken
Katharina Ensinger
Michael Kamp
Nicholas Tagliapietra
Rafailia Chatzianastasiou
Sarah Mameche
Sascha Xu