Factorization Machines offer good performance and useful embeddings of data. However, they are costly to scale to large amounts of data and large numbers of features. In this pap...
Mu Li, Ziqi Liu, Alexander J. Smola, Yu-Xiang Wang
Collaborative Filtering (CF) is the most popular method for recommender systems. The principal idea of CF is that users might be interested in items that are favorited by similar ...
Yao Wu, Xudong Liu, Min Xie, Martin Ester, Qing Ya...
Social media is increasingly being used to access and disseminate information on sociopolitical issues like gun rights and general elections. The popularity and openness of social...
With rapidly growing amount of data available on the web, it becomes increasingly likely to obtain data from different perspectives for multi-view learning. Some successive examp...
Bokai Cao, Hucheng Zhou, Guoqiang Li, Philip S. Yu