Collin Leiber

Postdoctoral Researcher

T313 Dept. Computer Science

Full researcher profile

https://research.aalto.fi/...

[email protected]

Publications

Data with Density-Based Clusters : A Generator for Systematic Evaluation of Clustering Algorithms

Philipp Jahn, Christian M.M. Frey, Anna Beer, Collin Leiber, Thomas Seidl 2024 Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2024, Proceedings

Extension of the Dip-test Repertoire - Efficient and Differentiable p-value Calculation for Clustering

Lena G.M. Bauer, Collin Leiber, Christian Böhm, Claudia Plant 2023 2023 SIAM International Conference on Data Mining, SDM 2023

k-SubMix : Common Subspace Clustering on Mixed-Type Data

Mauritius Klein, Collin Leiber, Christian Böhm 2023 Machine Learning and Knowledge Discovery in Databases

Application of Deep Clustering Algorithms

Collin Leiber, Claudia Plant, Lukas Miklautz, Christian Böhm 2023 CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management

Benchmarking Deep Clustering Algorithms With ClustPy

Collin Leiber, Lukas Miklautz, Claudia Plant, Christian Bohm 2023 Proceedings - 23rd IEEE International Conference on Data Mining Workshops, ICDMW 2023

Non-Redundant Image Clustering of Early Medieval Glass Beads

Lukas Miklautz, Andrii Shkabrii, Collin Leiber, Bendeguz Tobias, Benedict Seidl, Elisabeth Weissensteiner, Andreas Rausch, Christian Bohm, Claudia Plant 2023 2023 IEEE 10th International Conference on Data Science and Advanced Analytics, DSAA 2023 - Proceedings