Systematic Alias Sampling: an efficient and low-variance way to sample from a discrete distribution

Ilari Vallivaara, Katja Poikselkä, Pauli Rikula +1

In this paper we combine the Alias method with the concept of systematic sampling, a method commonly used in particle filters for efficient low-variance resampling. The proposed me…