Theoretical Study on the Evidential Learning-based Variational Autoencoder
arXiv:2609.27853v1 Announce Type: new Abstract: A normal--inverse-gamma (NIG) latent hierarchy has four parameters, but its induced latent law does not identify all four. For $\sigma^2\sim\mathrm{InvGamma}(\alpha,\beta)$, $\mu\mid\sigma^2\sim\mathcal{N}(\gamma,\sigma^2/\nu)$, and $z\mid\mu,\sigma^2…
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- 2026-09-24 04:00 · arXiv stat.ML
Theoretical Study on the Evidential Learning-based Variational Autoencoder