Multigrid multidimensional scaling

@article{Bronstein2006MultigridMS,
  title={Multigrid multidimensional scaling},
  author={Michael M. Bronstein and Alexander M. Bronstein and Ron Kimmel and Irad Yavneh},
  journal={Numerical Lin. Alg. with Applic.},
  year={2006},
  volume={13},
  pages={149-171}
}
Multidimensional scaling (MDS) is a generic name for a family of algorithms that construct a conguration of points in a target metric space from information about inter-point distances measured in some other metric space. Large-scale MDS problems often occur in data analysis, representation and visualization. Solving such problems e ciently is of key importance in many applications. In this paper we present a multigrid framework for MDS problems. We demonstrate the performance of our algorithm… CONTINUE READING

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