Learning the nonlinear geometry of high-dimensional data: Models and algorithms

Tong Wu, Waheed U. Bajwa

Modern information processing relies on the axiom that high-dimensional data lie near low-dimensional geometric structures. This paper revisits the problem of data-driven learning…