Collin Leiber

Orcid: 0000-0001-5368-5697

According to our database1, Collin Leiber authored at least 8 papers between 2021 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

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PhD thesis 
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Links

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Bibliography

2023
Extension of the Dip-test Repertoire - Efficient and Differentiable p-value Calculation for Clustering.
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

k-SubMix: Common Subspace Clustering on Mixed-Type Data.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Benchmarking Deep Clustering Algorithms With ClustPy.
Proceedings of the IEEE International Conference on Data Mining, 2023

Non-Redundant Image Clustering of Early Medieval Glass Beads.
Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

Application of Deep Clustering Algorithms.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022
Automatic Parameter Selection for Non-Redundant Clustering.
Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

The DipEncoder: Enforcing Multimodality in Autoencoders.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021
Dip-based Deep Embedded Clustering with k-Estimation.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021


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