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Optimal manifold neighborhood and kernel width for robust non-linear dimensionality reduction.
Abhishek
Shekhar Verma
Published in:
Knowl. Based Syst. (2019)
Keyphrases
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manifold learning
feature space
laplacian eigenmaps
optimal solution
neighborhood graph
support vector
dynamic programming
computationally efficient
data sets
closed form
kernel methods
euclidean space
estimation error
riemannian manifolds
optimal parameter values