Aggregated Posterior Predictive Checks for Generative Modeling
arXiv:2609.20999v1 Announce Type: cross Abstract: Latent variable generative models are commonly fit using simple priors over latent variables, but draws from these priors often fail to produce realistic data. This failure is due to a mismatch between the prior and the aggregated posterior, the dis…
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- 2026-09-21 04:00 · arXiv stat.ML
Aggregated Posterior Predictive Checks for Generative Modeling