TARU PUBLICATIONS
Author

Ari Ernesto Ortiz Castellanos

College of Electrical Engineering and Computer Science National Taipei University of Technology 1, Sec. 3, Zhongxiao E. Rd., Taipei, 10608, Taiwan (R.O.C.)

Published papers
1
Citations
0
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104
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27

Publications

1 paper
Open Access Research Article·pp. 2139–2153·Vol. 47, Issue 6Jun 2026

Approach of VAEs in handling incomplete heterogeneous data

Ari Ernesto Ortiz Castellanos, Chuan-Ming Liu

Published Online: 01 Jun 2026DOI: 10.47974/JIOS-1963

In this paper: The latent structure found in vast, intricate, high-dimensional datasets is effectively and accurately captured by Variational autoencoders (VAEs). Existing VAE architectures struggle with issues comm...

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