Active Sampler: Light-weight Accelerator for Complex Data Analytics at Scale

Jinyang Gao, H. V. Jagadish, Beng Chin Ooi

Recent years have witnessed amazing outcomes from "Big Models" trained by "Big Data". Most popular algorithms for model training are iterative. Due to the surging volumes of data,…