Attention-based dynamic user modeling and Deep Collaborative filtering recommendation

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

Neural Collaborative Filtering

Xiangnan He, Lizi Liao, Hanwang Zhang et al. · 2017 · 6.6K citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Wide & Deep Learning for Recommender Systems

Heng-Tze Cheng, Levent Koç, Jeremiah Harmsen et al. · 2016 · 3.3K citations · Full text

Computing, Computer Science, Feature Engineering +14

Item-based top-<i>N</i>recommendation algorithms

Mukund Deshpande, George Karypis · ACM Transactions on Information Systems · 2004 · 2.2K citations

Computing, Computer Science, Information Systems +13

Collaborative Knowledge Base Embedding for Recommender Systems

Fuzheng Zhang, Nicholas Jing Yuan, Defu Lian et al. · 2016 · 1.8K citations

Computing, Computer Science, Knowledge Representation +9