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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

Stuhlsatzenhaus 5
66123 Saarbrücken (Germany)

More information about Exploratory Data Analysis Group: https://eda.mmci.uni-saarland.de/

Members

Joscha Cüppers
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Sebastian Dalleiger
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David Kaltenpoth

Osman Ali Mian
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Muhammad Yaseen

Sarah Mameche
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Ekaterina Arkhangelskaya

Most Recent Publications

Year 2022

2022-02

Differentially Describing Groups of Graphs

Conference / Medium

AAAI
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)AAAI Conference on Artificial Intelligence

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2022-02

Naming the most Anomalous Cluster in Hilbert Space for Structures with Attribute Information

Conference / Medium

AAAI
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)AAAI Conference on Artificial Intelligence

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2022-02

Discovering Interpretable Data-to-Sequence Generators

Conference / Medium

AAAI
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)AAAI Conference on Artificial Intelligence

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Year 2021

2021-11

What’s in the Box? Exploring the Inner Life of Neural Networks with Robust Rules

Conference / Medium

ICML
Proceedings of the International Conference on Machine LearningInternational Conference on Machine Learning

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2021-10

Integrative analysis of epigenetics data identifies gene-specific regulatory elements

Article

UNSPECIFIED
Nucleic acids researchNucleic acids research

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Trustworthy Information Processing Empirical & Behavioral Security
Authors
  • Florian Schmidt
  • Alexander Marx
  • Nina Baumgarten
  • Marie Hebel
  • Martin Wegner
  • Manuel Kaulich
  • Matthias S Leisegang
  • Ralf P Brandes
  • Jonathan Göke
  • Jilles Vreeken
  • Marcel H Schulz
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