J. Vreeken

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Publication activitypapers/week, last 8 weeks

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Constitutional AI & AI Ethics (1)Interpretability & Mechanistic Interp (1)Natural Language Processing (1)

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Sascha Xu (2)H. Suhr (1)Jilles Vreeken (1)

Papers (2)

Oct 2, 2026

H. Suhr +22w ago

Mapping and Advancing the Scalability-Accuracy Frontier of Nonlinear Causal Discovery

Combinatorial causal discovery methods, previously limited by redundant scoring, can now scale to hundreds of variables in minutes with a novel spline-based score-evaluation technique.

H. Suhr, Sascha Xu, J. Vreeken

Apr 30, 2026

Sascha Xu +2Apr 30, 2026·also Helmholtz

Differential Subgroup Discovery: Characterizing Where Two Populations Differ, and Why

Uncover hidden drivers of disparity: pinpoint the specific combinations of characteristics that explain outcome gaps between populations.

Sascha Xu, J. Vreeken, Jilles Vreeken

Constitutional AI & AI Ethics Interpretability & Mechanistic Interp Natural Language Processing

J. Vreeken

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)

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J. Vreeken

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)