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WSDM
2016
ACM
103views Data Mining» more  WSDM 2016»
10 years 11 days ago
DiFacto: Distributed Factorization Machines
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
WSDM
2016
ACM
79views Data Mining» more  WSDM 2016»
10 years 11 days ago
Term-by-Term Query Auto-Completion for Mobile Search
Saúl Vargas, Roi Blanco, Peter Mika
WSDM
2016
ACM
126views Data Mining» more  WSDM 2016»
10 years 11 days ago
CCCF: Improving Collaborative Filtering via Scalable User-Item Co-Clustering
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...
WSDM
2016
ACM
47views Data Mining» more  WSDM 2016»
10 years 11 days ago
Understanding and Identifying Advocates for Political Campaigns on Social Media
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...
Suhas Ranganath, Xia Hu, Jiliang Tang, Huan Liu
WSDM
2016
ACM
54views Data Mining» more  WSDM 2016»
10 years 11 days ago
Multi-view Machines
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