Manifold learning based on kernel density estimation
The problem of unknown high-dimensional density estimation has been considered. It has been suggested that the support of its measure is a low-dimensional data manifold. This problem arises in many data mining tasks. The paper proposes a new geometrically motivated solution to the problem in the fra...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Kazan Federal University
2018-06-01
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| Series: | Учёные записки Казанского университета: Серия Физико-математические науки |
| Subjects: | |
| Online Access: | https://kpfu.ru/manifold-learning-based-on-kernel-density-403653.html |
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