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Published 20 hours ago • verified publisher icon steverab
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Metadata

Implementation of learning a Gaussian mixture model using tensor decomposition.

tensor-gmm

Implementation of learning a Gaussian mixture model using tensor decomposition.

Matlab sample plots

Shared parameters:

  • n = 10000
  • s = 2
  • dist = 15
  • spher = 1

Plot 1

  • d = 3
  • k = 2

matlab_1

Plot 2

  • d = 20
  • k = 12

matlab_2

Plot 3

  • d = 50
  • k = 40

matlab_3

Python sample plots

Shared parameters:

  • n = 10000
  • s = 2
  • dist = 15
  • spher = 1

Plot 1

  • d = 3
  • k = 2

python_1

Plot 2

  • d = 20
  • k = 12

python_2

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verified publisher icon steverab

Metadata

Implementation of learning a Gaussian mixture model using tensor decomposition.

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