Author

Ufuk Özkaya

Süleyman Demirel ÜniversitesiORCID 0000-0002-3520-1975Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Abdulkerim ÇapariD· 1 shared Andrej KorenićiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Abdulkerim ÇaparORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintApr 12, 2026

Revisiting Reconstruction Likelihood: Variational Autoencoders for Biological and Biomedical Data Clustering

Andrej Korenić, Ufuk Özkaya, Abdulkerim Çapar

This paper shows that variational autoencoders can effectively cluster data by encoding cluster assignments in their latent space, using reconstruction likelihood to identify typical samples and anomalies.

DOI 10.64898/2026.04.09.717460

variational autoencoderclustering

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