Collin Leiber

25 papers A* 4A 3B 2Journal 9Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
DCMatchBoosted - improving deep clustering by architecture recommendation.
Int. J. Data Sci. Anal.
Mamdouh Aljoud, Gabriel Marques Tavares, Collin Leiber, Thomas Seidl
2026 B conf
Khatri-Rao Clustering for Data Summarization.
EDBT
Martino Ciaperoni, Collin Leiber, Aristides Gionis, Heikki Mannila
2026 J jnl
Khatri-Rao Clustering for Data Summarization.
CoRR
Martino Ciaperoni, Collin Leiber, Aristides Gionis, Heikki Mannila
2025 J jnl
An Introductory Survey to Autoencoder-based Deep Clustering - Sandboxes for Combining Clustering with Deep Learning.
CoRR
Collin Leiber, Lukas Miklautz, Claudia Plant, Christian Böhm
2025 A* conf
Breaking the Reclustering Barrier in Centroid-based Deep Clustering.
ICLR
Lukas Miklautz, Timo Klein, Kevin Sidak, Collin Leiber, Thomas Lang, Andrii Shkabrii, Sebastian Tschiatschek, Claudia Plant
2025 — conf
DCMatch - Identify Matching Architectures in Deep Clustering Through Meta-learning.
PAKDD (1)
Mamdouh Aljoud, Gabriel Marques Tavares, Collin Leiber, Thomas Seidl
2025 — conf
Going Offline: An Evaluation of the Offline Phase in Stream Clustering.
ECML/PKDD (7)
Philipp Jahn, Walid Durani, Collin Leiber, Anna Beer, Thomas Seidl
2024 J jnl
Breaking the Reclustering Barrier in Centroid-based Deep Clustering.
CoRR
Lukas Miklautz, Timo Klein, Kevin Sidak, Collin Leiber, Thomas Lang, Andrii Shkabrii, Sebastian Tschiatschek, Claudia Plant
2024 — —
Clustering in transformed feature spaces by analyzing distinct modes.
Collin Leiber
2024 — conf
Data with Density-Based Clusters: A Generator for Systematic Evaluation of Clustering Algorithms.
ECML/PKDD (7)
Philipp Jahn, Christian M. M. Frey, Anna Beer, Collin Leiber, Thomas Seidl
2024 — conf
Dying Clusters Is All You Need - Deep Clustering With an Unknown Number of Clusters.
ICDM (Workshops)
Collin Leiber, Niklas Strauß, Matthias Schubert, Thomas Seidl
2024 J jnl
Dying Clusters Is All You Need - Deep Clustering With an Unknown Number of Clusters.
CoRR
Collin Leiber, Niklas Strauß, Matthias Schubert, Thomas Seidl
2024 A* conf
SHADE: Deep Density-based Clustering.
ICDM
Anna Beer, Pascal Weber, Lukas Miklautz, Collin Leiber, Walid Durani, Christian Böhm, Claudia Plant
2024 J jnl
SHADE: Deep Density-based Clustering.
CoRR
Anna Beer, Pascal Weber, Lukas Miklautz, Collin Leiber, Walid Durani, Christian Böhm, Claudia Plant
2024 J jnl
Text-Guided Alternative Image Clustering.
CoRR
Andreas Stephan, Lukas Miklautz, Collin Leiber, Pedro Henrique Luz de Araujo, Dominik Répás, Claudia Plant, Benjamin Roth
2023 A conf
Application of Deep Clustering Algorithms.
CIKM
Collin Leiber, Lukas Miklautz, Claudia Plant, Christian Böhm
2023 J jnl
Automatic Parameter Selection for Non-Redundant Clustering.
CoRR
Collin Leiber, Dominik Mautz, Claudia Plant, Christian Böhm
2023 — conf
Benchmarking Deep Clustering Algorithms With ClustPy.
ICDM (Workshops)
Collin Leiber, Lukas Miklautz, Claudia Plant, Christian Böhm
2023 A conf
Extension of the Dip-test Repertoire - Efficient and Differentiable p-value Calculation for Clustering.
SDM
Lena G. M. Bauer, Collin Leiber, Christian Böhm, Claudia Plant
2023 J jnl
Extension of the Dip-test Repertoire - Efficient and Differentiable p-value Calculation for Clustering.
CoRR
Lena G. M. Bauer, Collin Leiber, Christian Böhm, Claudia Plant
2023 B conf
Non-Redundant Image Clustering of Early Medieval Glass Beads.
DSAA
Lukas Miklautz, Andrii Shkabrii, Collin Leiber, Bendeguz Tobias, Benedict Seidl, Elisabeth Weissensteiner, Andreas Rausch, Christian Böhm, Claudia Plant
2023 — conf
k-SubMix: Common Subspace Clustering on Mixed-Type Data.
ECML/PKDD (1)
Mauritius Klein, Collin Leiber, Christian Böhm
2022 A conf
Automatic Parameter Selection for Non-Redundant Clustering.
SDM
Collin Leiber, Dominik Mautz, Claudia Plant, Christian Böhm
2022 A* conf
The DipEncoder: Enforcing Multimodality in Autoencoders.
KDD
Collin Leiber, Lena G. M. Bauer, Michael Neumayr, Claudia Plant, Christian Böhm
2021 A* conf
Dip-based Deep Embedded Clustering with k-Estimation.
KDD
Collin Leiber, Lena G. M. Bauer, Benjamin Schelling, Christian Böhm, Claudia Plant