Least squares approximation to stochastic optimization problems

Qingxia KONG Adolfo Ibáñez University

Chung-Yee LEE Hong Kong University of Science & Technology

Chung-Piaw TEO National University of Singapore

Zhichao ZHENG Singapore Management University

ABSTRACT

New approach can help organizations scale their data science efforts with artificial data and crowdsourcing.
Although data scientists can gain great insights from large data sets — and can ultimately use these insights to tackle major challenges — accomplishing this is much easier said than done. Many such efforts are stymied from the outset, as privacy concerns make it difficult for scientists to access the data they would like to work with.