Yuanhao Pu

Learning-Efficient Yet Generalizable Collaborative Filtering for Item Recommendation

The weighted squared loss is a common component in several Collaborative Filtering (CF) algorithms for item recommendation, including the representative implicit Alternating Least Squares (iALS). Despite its widespread use, this loss function lacks a clear connection to ranking objectives such as Di…