Collin Leiber

Publications

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

2024
  • Jahn, Philipp and Frey, Christian MM and Beer, Anna and Leiber, Collin and Seidl, Thomas
    Data with Density-Based Clusters: A Generator for Systematic Evaluation of Clustering Algorithms
    Machine Learning and Knowledge Discovery in Databases: Research Track. ECML PKDD 2024, Vilnius, Lithuania, September 9-13, 2024.
    [DOI] [Code]
  • Chocholaty, Bettina and Leiber, Collin and Marburg, Steffen
    Effects of Similarity Measures and Assignment Methods on Mode Pairing for the Application of Timber Plates
    International Conference on Noise and Vibration Engineering (ISMA-USD-2024) , 2024.
    [URL]
  • Stephan, Andreas and Miklautz, Lukas and Leiber, Collin and Luz De Araujo, Pedro Henrique and Répás, Dominik and Plant, Claudia and Roth, Benjamin
    Text-Guided Alternative Image Clustering
    Proceedings of the 9th Workshop on Representation Learning for NLP (RepL4NLP-2024), 2024.
    [URL] [Code]
  • Leiber, Collin
    Clustering in Transformed Feature Spaces by Analyzing Distinct Modes
    Dissertation at Ludwig-Maximilians-Universität München, Germany, 2024.
    [DOI]
2023
  • Leiber, Collin* and Miklautz, Lukas* and Plant, Claudia and Böhm, Christian
    Benchmarking Deep Clustering Algorithms With ClustPy
    IEEE International Conference on Data Mining Workshops, ICDMW 2023, Shanghai, China, December 4, 2023.
    [DOI] [Code]
  • 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, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023.
    [DOI] [URL]
  • 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
    10th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2023, Thessaloniki, Greece, October 9-13, 2023.
    [DOI] [Code]
  • 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, Turin, Italy, September 18-22, 2023.
    [DOI] [Code]
  • 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 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023.
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.
  • 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 2022, Alexandria, VA, USA, April 28-30, 2022.
2021
  • 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.