Collin Leiber

[Google Scholar] [DBLP] [ORCID] [Semantic Scholar]

• Leiber, Collin* and Bauer, Lena G. M.* and Schelling, Benjamin and Böhm, Christian and Plant, Claudia
  Dip-based Deep Embedded Clustering with k-Estimation
  KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021, pp. 903-913, ACM, 2021.
  [DOI] [Code] [Poster] [Slides]
• Leiber, Collin and Mautz, Dominik and Plant, Claudia and Böhm, Christian
  Automatic Parameter Selection for Non-Redundant Clustering
  Proceedings of the 2022 SIAM International Conference on Data Mining (SDM). Society for Industrial and Applied Mathematics, 2022.
  [DOI] [Code] [Supplement] [Slides]
• Leiber, Collin and Bauer, Lena G. M. and Neumayr, Michael and Plant, Claudia and Böhm, Christian
  The DipEncoder: Enforcing Multimodality in Autoencoders
  KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14-18, 2022, ACM, 2022.
  [DOI] [Code] [Poster] [Slides]
• Bauer, Lena G. M.* and Leiber, Collin* and Böhm, Christian and Plant, Claudia
  Extension of the Dip-test Repertoire - Efficient and Differentiable p-value Calculation for Clustering
  Proceedings of the 2023 SIAM International Conference on Data Mining (SDM). Society for Industrial and Applied Mathematics, 2023.
  [DOI] [Code] [Supplement] [Poster] [Slides]
• Klein, Mauritius and Leiber, Collin and Böhm, Christian
  k-SubMix: Common Subspace Clustering on Mixed-Type Data
  Machine Learning and Knowledge Discovery in Databases: Research Track. ECML PKDD 2023, 2023.
  [DOI] [Code]
• Miklautz, Lukas and Shkabrii, Andrii and Leiber, Collin and Tobias, Bendeguz and Seidl, Benedict and Weissensteiner, Elisabeth and Rausch, Andreas and Böhm, Christian and Plant, Claudia
  Non-Redundant Image Clustering of Early Medieval Glass Beads
  IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA), 2023.
  [DOI]
• Leiber, Collin and Miklautz, Lukas and Plant, Claudia and Böhm, Christian
  Application of Deep Clustering Algorithms
  Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023.
  [DOI]
• Leiber, Collin and Miklautz, Lukas and Plant, Claudia and Böhm, Christian
  Benchmarking Deep Clustering Algorithms With ClustPy
  2023 IEEE International Conference on Data Mining Workshops (ICDMW), 2023.
  [DOI] [Code]
• Leiber, Collin
  Clustering in Transformed Feature Spaces by Analyzing Distinct Modes
  Dissertation at LMU, 2024.
  [DOI]