Janis Kalofolias

According to our database, Janis Kalofolias authored at least 8 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Learning Exceptional Subgroups by End-to-End Maximizing KL-Divergence.

Sascha Xu, Nils Philipp Walter, Janis Kalofolias, Jilles Vreeken

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Subgroup discovery for structured target concepts.

Janis Kalofolias

PhD thesis, 2023

2022

Omen: discovering sequential patterns with reliable prediction delays.

Joscha Cüppers, Janis Kalofolias, Jilles Vreeken

Knowl. Inf. Syst., 2022

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

Janis Kalofolias, Jilles Vreeken

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

SUSAN: The Structural Similarity Random Walk Kernel.

Janis Kalofolias, Pascal Welke, Jilles Vreeken

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

2019

Discovering Robustly Connected Subgraphs with Simple Descriptions.

Janis Kalofolias, Mario Boley, Jilles Vreeken

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

2018

From sets of good redescriptions to good sets of redescriptions.

Janis Kalofolias, Esther Galbrun, Pauli Miettinen

Knowl. Inf. Syst., 2018

2017

Efficiently Discovering Locally Exceptional Yet Globally Representative Subgroups.

Janis Kalofolias, Mario Boley, Jilles Vreeken

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017