Chair of Data Science (ScaDS.AI Dresden/Leipzig)

Organisational unit: Chair

Organisation profile

Former Chair Holder: Prof. Dr. Jakob Runge

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Parent units

Institute of Artificial Intelligence

Related content and researchers (public profile)

Research output
Journals

Non-parametric Conditional Independence Testing for Mixed Continuous-Categorical Variables: A Novel Method and Numerical Evaluation

Popescu, O. I., Gerhardus, A., Rabel, M. & Runge, J., 2025, Proceedings of the Fourth Conference on Causal Learning and Reasoning. Huang, B. & Drton, M. (eds.). p. 406-450 45 p. (Proceedings of Machine Learning Research, Vol. 275).

Research output: Contribution to book/Conference proceedings/Anthology/Report › Conference contribution › Contributed › peer-review

Separation-Based Distance Measures for Causal Graphs

Wahl, J. & Runge, J., 2025, 28th International Conference on Artificial Intelligence and Statistics, AISTATS 2025. p. 3412-3420 9 p. (Proceedings of Machine Learning Research, Vol. 258).

Research output: Contribution to book/Conference proceedings/Anthology/Report › Conference contribution › Contributed › peer-review

Unitless Unrestricted Markov-Consistent SCM Generation: Better Benchmark Datasets for Causal Discovery

Herman, R. J., Wahl, J., Ninad, U. & Runge, J., 2025, Proceedings of the Fourth Conference on Causal Learning and Reasoning. p. 1506-1531 26 p. (Proceedings of Machine Learning Research, Vol. 275).

Research output: Contribution to book/Conference proceedings/Anthology/Report › Conference contribution › Contributed › peer-review

network-based constraint to evaluate climate sensitivity

Ricard, L., Falasca, F., Runge, J. & Nenes, A., Dec 2024, In: Nature communications. 15, 1, 6942.

Research output: Contribution to journal › Research article › Contributed › peer-review

SHERLOCK: Scheduling Efficient and Reliable Bulk Bitwise Operations in NVMs

Farzaneh, H., De Lima, J. P., Nezhadi Khelejani, A., Khan, A. A., Mayahinia, M., Tahoori, M. & Castrillon, J., 7 Nov 2024, Proceedings of the 61st ACM/IEEE Design Automation Conference, DAC 2024. Institute of Electrical and Electronics Engineers (IEEE), 293. (Proceedings - Design Automation Conference).

Research output: Contribution to book/Conference proceedings/Anthology/Report › Conference contribution › Contributed › peer-review

View all research output (10)