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Research Group

Vreeken

Exploratory Data Analysis

How can we discover novel and interesting things from data? How can we discover inherently interpretable, robustly reliable, causal models from observational data? That's exactly what we develop theory and methods for.

Head of Group

Jilles Vreeken

Email

Address

Im Oberen Werk 1
66386 St. Ingbert (Germany)

Most Recent Publications

Year 2026

Conference / Medium

ACM International Conference on Knowledge Discovery and Data Mining (KDD)
Differentiably Discovering Sets of Rules

Conference / Medium

International Conference on Machine Learning (ICML)
Transitive Representation Learning Enhances Histopathology Annotation

Conference / Medium

National Conference of the American Association for Artificial Intelligence (AAAI)
Causal Discovery from Interval-Based Event Sequences

Conference / Medium

National Conference of the American Association for Artificial Intelligence (AAAI)
Seqret: Mining Rule Sets from Event Sequences

Conference / Medium

International Conference on Learning Representations (ICLR)
Explainable Mixture Models through Differentiable Rule Learning