Send email Copy Email Address
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)

More information about Exploratory Data Analysis Group: https://eda.rg.cispa.io

Members

Joscha Cüppers

Osman Ali Mian

Sarah Mameche

Janis Kalofolias
Placeholder

Nils Walter
Placeholder

Sascha Xu
Placeholder

Aleena Siji
Placeholder

Luis Paulus
Placeholder

Matthias Wilms

Lénaïg Cornanguer
Placeholder

Benedikt Schardt

Most Recent Publications

Year 2024

2024-05-04

Identifying Confounding from Causal Mechanism Shifts.

Conference / Medium

International Conference on Artificial Intelligence and Statistics (AISTATS)

Tags
Trustworthy Information Processing
Authors
Full Paper Visit Detail Page
2024-04-02

All the world’s a (hyper)graph: A data drama

Article

Digital Scholarship in the Humanities

Tags
Trustworthy Information Processing
Authors
Full Paper Visit Detail Page
2024-03-24

Finding Interpretable Class-Specific Patterns through Efficient Neural Search

Conference / Medium

National Conference of the American Association for Artificial Intelligence (AAAI)

Tags
Trustworthy Information Processing
Authors
Full Paper Visit Detail Page
2024-03-24

Discovering Sequential Patterns with Predictable Inter-event Delays

Conference / Medium

National Conference of the American Association for Artificial Intelligence (AAAI)

Tags
Trustworthy Information Processing
Authors
Full Paper Visit Detail Page
2024-03-24

What Are the Rules? Discovering Constraints from Data

Conference / Medium

National Conference of the American Association for Artificial Intelligence (AAAI)

Tags
Trustworthy Information Processing
Authors
Full Paper Visit Detail Page