Jaya Kawale

Efficient Thompson Sampling for Online Matrix-Factorization Recommendation

Matrix factorization (MF) collaborative filtering is an effective and widely used method in recommendation systems. However, the problem of finding an optimal trade-off between exploration and exploitation (otherwise known as the bandit problem), a crucial problem in collaborative filtering from col…