Author

Hanjin Kim

Korea Advanced Institute of Science and TechnologyORCID 0000-0002-6764-595XUnclaimed ORCID profile · follow to get notified of new preprints

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Hanjin Kim1 paper · Chonnam National University

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Bioinformatics· 1

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Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Approach:variational autoencoder· 1

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Doheon LeeiD· 1 shared Sang-Yeon LeeiD· 1 shared

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2022-2022 · peak 1/yr

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Doheon LeeORCID

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BioinformaticsbioRxivPreprintJun 6, 2022

Linearization Autoencoder: an autoencoder-based regression model with latent space linearization

Sang-Yeon Lee, Hanjin Kim, Doheon Lee

The paper introduces a linearization autoencoder for regression analysis with high-dimensional data, achieving prediction and feature selection by aligning data points to linear relations of labels.

7 citations

variational autoencoderdimensionality reduction