Online landmark replacement for out-of-sample dimensionality reduction methods

Chanon Thongprayoon, Naoki Masuda

A strategy to assist visualization and analysis of large and complex data sets is dimensionality reduction, with which one maps each data point into a low-dimensional manifold. How…