Recommendations, Machine Learning, Data Science, Recommendation System, Engineering.
(WARP) [9]. BPR is a tried and tested approach with many readily available implementations [10][11]. It also directly optimizes a likelihood function correlated to our evaluation metric. The original BPR paper does a great job explaining the relationship between its loss as a proportional