The Foundation of Big Data: Experiments, Formulation, and Applications
Information Theory
2014-12-23 v1 math.IT
Abstract
The central theme of this talk is to promote the non-asymptotic statistical viewpoint in the context of massive datasets. The classical viewpoint breaks down when the data size becomes large.
Keywords
Cite
@article{arxiv.1412.6570,
title = {The Foundation of Big Data: Experiments, Formulation, and Applications},
author = {Robert C. Qiu},
journal= {arXiv preprint arXiv:1412.6570},
year = {2014}
}