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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,695 papers · 148 categories

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2 results for “PHIBP”

Learning from Neighbors with PHIBP: Predicting Infectious Disease Dynamics in Data-Sparse Environmentsstat.ML

PHIBP predicts infectious disease outbreaks in sparse data regions.

problem Predicting outbreaks in regions with no historical data.

method Poisson Hierarchical Indian Buffet Process (PHIBP) framework.

result PHIBP provides accurate outbreak predictions and meaningful insights in sparse data settings.

PHIBP infectious disease sparse data outbreak prediction alpha diversity

2025-12-24abs ↗pdf ↗

Poisson Hierarchical Indian Buffet Processes-With Indications for Microbiome Species Sampling Modelsstat.ML

PHIBP models complex microbiome data with shared parameters.

problem Complex, sparse count data in microbiome analysis.

method Bayesian nonparametric framework with shared species parameters.

result Flexible multivariate count model with tractable inference.

Bayesian nonparametric species sampling microbiome analysis count data overdispersion

2025-02-04abs ↗pdf ↗