Collin Leiber

Publications

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  • 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.
  • 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.
  • 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.
  • 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.
  • 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]