Abstract: Matrix factorization (MF) models have proved efficient and well scalable for collaborative filtering (CF) problems. Many researchers also present the probabilistic interpretation of MF. They ...

A family of probability distributions is called "factor-closed" (f.c.) if it is closed under the operation of factorization. The classical binomial family and certain generalizations of its are shown ...

This is a preview. Log in through your library . Abstract We show that, given integers 𝑛₁, 𝑛₂,..., 𝑛𝑘 with 2 < 𝑛₁ < 𝑛₂ < ... < 𝑛𝑘, there exists a local (Noetherian) unique factorization domain ...

Collaborative Filtering,Count Data,Factor Model,Factorization Machines,Feature Engineering,Gamma Priors,Gibbs Sampling,Latent Factors,Latent Variables,Learning Rate ...