Style in the Long Tail: Discovering Unique Interests with Latent Variable Models in Large Scale Social E-commerce

Purchasing decisions in many product categories are heavily influenced by the shopper's aesthetic preferences. It's insufficient to simply match a shopper with popular items from the category in quest