The optimal variational posterior in latent variable survival models depends on the censoring indicator, and the proposed CD-CVAE uses separate encoders for events and censored observations to reduce inference bias.
A time-dependent discrimination index for survival data
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Censor Dependent Variational Inference
The optimal variational posterior in latent variable survival models depends on the censoring indicator, and the proposed CD-CVAE uses separate encoders for events and censored observations to reduce inference bias.