Summary..
Good
representational capacity
Convergence
limited by the manifold curvature and
number of points.
Computationally
efficient..sparse matrices
Dynamic
programming approaches
Local
aproach
Global
approach
Model local
neighborhoods as linear a patches and
then embed in a lower dimensional manifold.
Do MDS on the
geodesic distance matrix.
LLE
ISOMAP