Hongliang Fei

Towards Deeper Understanding of Variational Auto-encoders for Binary Collaborative Filtering

2022

Recommendation systems are an integral component of machine learning, wherein collaborative filtering (CF) is among the most prominent algorithms employed. Recently, variational auto-encoders (VAEs) with multinomial likelihood and weighted Kullback-Leibler (KL) regularization (referred to as …