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Collin Leiber
Collin Leiber
Verified email at dbs.ifi.lmu.de
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Year
Dip-based Deep Embedded Clustering with k-Estimation
C Leiber, LGM Bauer, B Schelling, C Böhm, C Plant
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
152021
Extension of the Dip-test Repertoire-Efficient and Differentiable p-value Calculation for Clustering
LGM Bauer, C Leiber, C Böhm, C Plant
Proceedings of the 2023 SIAM International Conference on Data Mining (SDM …, 2023
22023
The dipencoder: Enforcing multimodality in autoencoders
C Leiber, LGM Bauer, M Neumayr, C Plant, C Böhm
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
22022
Automatic parameter selection for non-redundant clustering
C Leiber, D Mautz, C Plant, C Böhm
Proceedings of the 2022 SIAM International Conference on Data Mining (SDM …, 2022
22022
Benchmarking Deep Clustering Algorithms With ClustPy
C Leiber, L Miklautz, C Plant, C Böhm
2023 IEEE International Conference on Data Mining Workshops (ICDMW), 625-632, 2023
12023
Application of Deep Clustering Algorithms
C Leiber, L Miklautz, C Plant, C Böhm
Proceedings of the 32nd ACM International Conference on Information and …, 2023
2023
Non-Redundant Image Clustering of Early Medieval Glass Beads
L Miklautz, A Shkabrii, C Leiber, B Tobias, B Seidl, E Weissensteiner, ...
2023 IEEE 10th International Conference on Data Science and Advanced …, 2023
2023
k-SubMix: Common Subspace Clustering on Mixed-Type Data
M Klein, C Leiber, C Böhm
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023
2023
Supplement-’Automatic Parameter Selection for Non-Redundant Clustering’
C Leiber, D Mautz, C Plant, C Böhm
2022
Tutorial: Application of Deep Clustering Algorithms
C Leiber, L Miklautz, C Plant, C Böhm
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