Prior Specification for Bayesian Matrix Factorization via Prior Predictive Matching

Eliezer de Souza da Silva, Tomasz Kuśmierczyk, Marcelo Hartmann +1

The behavior of many Bayesian models used in machine learning critically depends on the choice of prior distributions, controlled by some hyperparameters that are typically selecte…