Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Picture for Jilles Vreeken

Jilles Vreeken

CISPA Helmholtz Center for Information Security

All the World's a (Hyper)Graph: A Data Drama



Corinna Coupette , Jilles Vreeken , Bastian Rieck

* Landing page for code and data: https://hyperbard.net/ 

   Access Paper or Ask Questions

Differentially Describing Groups of Graphs



Corinna Coupette , Sebastian Dalleiger , Jilles Vreeken

* 9 pages, 6 figures, accepted for publication at AAAI22 

   Access Paper or Ask Questions

Federated Learning from Small Datasets



Michael Kamp , Jonas Fischer , Jilles Vreeken


   Access Paper or Ask Questions

Label-Descriptive Patterns and their Application to Characterizing Classification Errors



Michael Hedderich , Jonas Fischer , Dietrich Klakow , Jilles Vreeken


   Access Paper or Ask Questions

Graph Similarity Description: How Are These Graphs Similar?



Corinna Coupette , Jilles Vreeken

* 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2021); 9+2 pages, 9+4 figures 

   Access Paper or Ask Questions

Factoring out prior knowledge from low-dimensional embeddings



Edith Heiter , Jonas Fischer , Jilles Vreeken

* 27 pages, 17 figures 

   Access Paper or Ask Questions

Discovering Reliable Causal Rules



Kailash Budhathoki , Mario Boley , Jilles Vreeken

* Poster presented in NeurIPS 2018 Workshop on Causal Learning 

   Access Paper or Ask Questions

What is Normal, What is Strange, and What is Missing in a Knowledge Graph: Unified Characterization via Inductive Summarization



Caleb Belth , Xinyi Zheng , Jilles Vreeken , Danai Koutra

* 10 pages, plus 2 pages of references. 5 figures. Accepted at The Web Conference 2020 

   Access Paper or Ask Questions

Discovering Reliable Correlations in Categorical Data



Panagiotis Mandros , Mario Boley , Jilles Vreeken

* Accepted to the IEEE International Conference on Data Mining 2019 (ICDM'19) 

   Access Paper or Ask Questions

1
2
3
>>