Erheng Zhong

Geometry Aware Mappings for High Dimensional Sparse Factors

While matrix factorisation models are ubiquitous in large scale recommendation and search, real time application of such models requires inner product computations over an intractably large set of item factors. In this manuscript we present a novel framework that exploits structural properties of sp…