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.
Nonparametric inference for a family of counting processes
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
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.