We propose the online machine learning for big data analysis with heterogeneity. We performed an experiment to compare the accuracy of each iteration between batch one and online one. It is possible to converge quickly with the same accuracy as the batch one.
@article{arxiv.1906.08068,
title = {Online Heterogeneous Mixture Learning for Big Data},
author = {Kazuki Seshimo and Ota Akira and Nishio Daichi and Yamane Satoshi},
journal= {arXiv preprint arXiv:1906.08068},
year = {2019}
}