Search Results for author: Yiming Liao

Found 1 papers, 1 papers with code

Regularizing Matrix Factorization with User and Item Embeddings for Recommendation

2 code implementations31 Aug 2018 Thanh Tran, Kyumin Lee, Yiming Liao, Dongwon Lee

Following recent successes in exploiting both latent factor and word embedding models in recommendation, we propose a novel Regularized Multi-Embedding (RME) based recommendation model that simultaneously encapsulates the following ideas via decomposition: (1) which items a user likes, (2) which two users co-like the same items, (3) which two items users often co-liked, and (4) which two items users often co-disliked.

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