Darius Braziunas

Low-Rank Linear Cold-Start Recommendation from Social Data

2017 · Proceedings of the AAAI Conference on Artificial Intelligence

The cold-start problem involves recommendation of content to new users of a system, for whom there is no historical preference information available. This proves a challenge for collaborative filtering algorithms that inherently rely on such …