DeepLTRS: A deep latent recommender system based on user ratings and reviews

Latent dirichlet allocation

David M. Blei, Andrew Y. Ng, Michael I. Jordan · Journal of Machine Learning Research · 2003 · 27K citations

Computing, Computer Science, Computational Linguistics +6

Proceedings of the 19th International Joint Conference on Artificial Intelligence

Josep M. Pujol, Jordi Delgado, Ramón Sangüesa et al. · International Joint Conference on Artificial Intelligence · 2005 · 5.8K citations

Computing, Computer Science, Artificial Intelligence +11

A Survey of Collaborative Filtering Techniques

Xiaoyuan Su, Taghi M. Khoshgoftaar · Advances in Artificial Intelligence · 2009 · 3.6K citations · Full text

Computing, Computer Science, Data Mining +16

Probabilistic Matrix Factorization

Andriy Mnih, Ruslan Salakhutdinov · Neural Information Processing Systems · 2007 · 3.6K citations

Computing, Computer Science, Data Science +14

Stochastic Backpropagation and Approximate Inference in Deep Generative Models

Danilo Jimenez Rezende, Shakir Mohamed, Daan Wierstra · arXiv (Cornell University) · 2014 · 2.7K citations · Full text

Computing, Computer Science, Data Science +15