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ORCIDJanis Kalofolias
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- affiliation: CISPA Helmholtz Center for Information Security, Saarbrücken, Germany
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2020 – today
- 2024
[c6]Sascha Xu, Nils Philipp Walter, Janis Kalofolias, Jilles Vreeken:
Learning Exceptional Subgroups by End-to-End Maximizing KL-Divergence. ICML 2024- [i2]Sascha Xu, Nils Philipp Walter, Janis Kalofolias, Jilles Vreeken:
Learning Exceptional Subgroups by End-to-End Maximizing KL-divergence. CoRR abs/2402.12930 (2024) - 2023
- [b1]Janis Kalofolias:
Subgroup discovery for structured target concepts. Saarland University, Saarbrücken, Germany, 2023 - 2022
- [j2]Joscha Cüppers
, Janis Kalofolias, Jilles Vreeken:
Omen: discovering sequential patterns with reliable prediction delays. Knowl. Inf. Syst. 64(4): 1013-1045 (2022) - [c5]Janis Kalofolias, Jilles Vreeken:
Naming the Most Anomalous Cluster in Hilbert Space for Structures with Attribute Information. AAAI 2022: 4057-4064 - 2021
- [c4]Janis Kalofolias, Pascal Welke, Jilles Vreeken:
SUSAN: The Structural Similarity Random Walk Kernel. SDM 2021: 298-306
2010 – 2019
- 2019
- [c3]Janis Kalofolias, Mario Boley, Jilles Vreeken:
Discovering Robustly Connected Subgraphs with Simple Descriptions. ICDM 2019: 1150-1155 - 2018
- [j1]Janis Kalofolias, Esther Galbrun, Pauli Miettinen:
From sets of good redescriptions to good sets of redescriptions. Knowl. Inf. Syst. 57(1): 21-54 (2018) - 2017
- [c2]Janis Kalofolias, Mario Boley, Jilles Vreeken:
Efficiently Discovering Locally Exceptional Yet Globally Representative Subgroups. ICDM 2017: 197-206 - [i1]Janis Kalofolias, Mario Boley, Jilles Vreeken:
Efficiently Discovering Locally Exceptional yet Globally Representative Subgroups. CoRR abs/1709.07941 (2017) - 2016
- [c1]Janis Kalofolias, Esther Galbrun, Pauli Miettinen:
From Sets of Good Redescriptions to Good Sets of Redescriptions. ICDM 2016: 211-220
Coauthor Index
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