Tun Lu

Collaborative Filtering with Noisy Ratings

2019 · Society for Industrial and Applied Mathematics eBooks

User ratings on items are noisy in real-world recommender systems, which raises challenges to matrix approximation (MA)-based collaborative filtering (CF) algorithms — the learned models will be easily biased to the noisy training data and …