It's Enough: Relaxing Diagonal Constraints in Linear Autoencoders for Recommendation

Jaewan Moon, Hye-young Kim, Jongwuk Lee

Linear autoencoder models learn an item-to-item weight matrix via convex optimization with L2 regularization and zero-diagonal constraints. Despite their simplicity, they have show…