Feature Hashing for Large Scale Multitask Learning

Kilian Weinberger, Anirban Dasgupta, Josh Attenberg +2

Empirical evidence suggests that hashing is an effective strategy for dimensionality reduction and practical nonparametric estimation. In this paper we provide exponential tail bou…