The Foundation of Big Data: Experiments, Formulation, and Applications
Robert C. Qiu·2014-12-20·via cs.IT updates on arXiv.org
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.