A new hierarchical Bayesian nonparametric model for sparse count data provides exact generative sampling, tractable posterior inference, and predictive rules for unseen species in microbiome studies.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.ML 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Poisson Hierarchical Indian Buffet Processes-With Indications for Microbiome Species Sampling Models
A new hierarchical Bayesian nonparametric model for sparse count data provides exact generative sampling, tractable posterior inference, and predictive rules for unseen species in microbiome studies.