109 citations · 410 across the 44 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
cs.IR2018★ 3 cited
Noise Contrastive Estimation for Scalable Linear Models for One-Class Collaborative Filtering
Ga Wu, Maksims Volkovs, Chee Loong Soon +2
Previous highly scalable one-class collaborative filtering methods such as Projected Linear Recommendation (PLRec) have advocated using fast randomized SVD to embed items into a la…
cs.IR2018★ 2 cited
Aesthetic Features for Personalized Photo Recommendation
Yu Qing Zhou, Ga Wu, Scott Sanner +1
Many photography websites such as Flickr, 500px, Unsplash, and Adobe Behance are used by amateur and professional photography enthusiasts. Unlike content-based image search, such u…
stat.ML2018★ 4 cited
Conditional Inference in Pre-trained Variational Autoencoders via Cross-coding
Ga Wu, Justin Domke, Scott Sanner
Variational Autoencoders (VAEs) are a popular generative model, but one in which conditional inference can be challenging. If the decomposition into query and evidence variables is…