A Nonlinear Dimensionality Reduction Framework Using Smooth Geodesics

Kelum Gajamannage, Randy Paffenroth, Erik M. Bollt

Existing dimensionality reduction methods are adept at revealing hidden underlying manifolds arising from high-dimensional data and thereby producing a low-dimensional representati…