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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

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)
When Flatness Does (Not) Guarantee Adversarial Robustness

Conference / Medium

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

Book section

Challenges and Algorithms for Knowledge Discovery from Data