Understanding BPR, COFISET and BPRH
BPR, COFISET, and BPRH all focus on collaborative filtering with matrix factorization and implicit feedbacks. This task is different from 5-star rating estimation in a sense that only some users’ action behaviors (e.g. purchase, view, like, dislike) are available.
This post includes my understanding of these three models.