Factorizing LambdaMART for cold start recommendations

Phong Nguyen, Jun Wang, Alexandros Kalousis

Recommendation systems often rely on point-wise loss metrics such as the mean squared error. However, in real recommendation settings only few items are presented to a user. This o…