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Table 1 Setting of \(\alpha\), \(\lambda\), and K to obtain the desired AE

From: Analysis of single-cell RNA sequencing data based on autoencoders

 

\(\varvec{\alpha }\)

\(\varvec{\lambda }\)

\({\varvec{K}}\)

VAE

0

1

1

MMDAE

1

1

1

MMDVAE

0

2

1

GMVAE

0

1

> 1

GMMMD

1

1

> 1

GMMMDVAE

0

2

> 1