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cs.LG2021
Low-Rank Isomap Algorithm
Eysan Mehrbani, Mohammad Hossein Kahaei
The Isomap is a well-known nonlinear dimensionality reduction method that highly suffers from computational complexity. Its computational complexity mainly arises from two stages;…
cs.LG2020
Deep Learning Approach for Matrix Completion Using Manifold Learning
Saeid Mehrdad, Mohammad Hossein Kahaei
Matrix completion has received vast amount of attention and research due to its wide applications in various study fields. Existing methods of matrix completion consider only nonli…