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Collin Leiber
Collin Leiber
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα aalto.fi
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Παρατίθεται από
Παρατίθεται από
Έτος
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
252021
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
82022
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
62023
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
42023
Data with density-based clusters: A generator for systematic evaluation of clustering algorithms
P Jahn, CMM Frey, A Beer, C Leiber, T Seidl
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2024
22024
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
22023
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
Breaking the Reclustering Barrier in Centroid-based Deep Clustering
L Miklautz, T Klein, K Sidak, C Leiber, T Lang, A Shkabrii, S Tschiatschek, ...
arXiv preprint arXiv:2411.02275, 2024
2024
Dying Clusters Is All You Need--Deep Clustering With an Unknown Number of Clusters
C Leiber, N Strauß, M Schubert, T Seidl
arXiv preprint arXiv:2410.09491, 2024
2024
SHADE: Deep Density-based Clustering
A Beer, P Weber, L Miklautz, C Leiber, W Durani, C Böhm, C Plant
arXiv preprint arXiv:2410.06265, 2024
2024
Clustering in transformed feature spaces by analyzing distinct modes
C Leiber
lmu, 2024
2024
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
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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