Importance sampling-based gradient method for dimension reduction in Poisson log-normal model

Bastien Batardière, Julien Chiquet, Joon Kwon +1

High-dimensional count data poses significant challenges for statistical analysis, necessitating effective methods that also preserve explainability. We focus on a low rank constra…