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Garin et al., 2019 - Google Patents

A topological" reading" lesson: Classification of MNIST using TDA

Garin et al., 2019

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Document ID
1920385919790352068
Author
Garin A
Tauzin G
Publication year
Publication venue
2019 18th IEEE international conference on machine learning and applications (ICMLA)

External Links

Snippet

We present a way to use Topological Data Analysis (TDA) for machine learning tasks on grayscale images. We apply persistent homology to generate a wide range of topological features using a point cloud obtained from an image, its natural grayscale filtration, and …
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