Diffusion Map Autoencoder
Fuente:
arXiv
Guardado en:
| Autor principal: | |
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| Formato: | Preprint |
| Publicado: |
2024
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| Materias: | |
| Acceso en línea: | |
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| _version_ | 1866912676988321792 |
|---|---|
| author | Candanedo, Julio |
| author_facet | Candanedo, Julio |
| contents | Diffusion-Map-AutoEncoder (DMAE) pairs a diffusion-map encoder (using the Nyström method) with linear or RBF Gaussian-Process latent mean decoders, yielding closed-form inductive mappings and strong reconstructions. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2409_05901 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Diffusion Map Autoencoder Candanedo, Julio Data Structures and Algorithms Machine Learning Diffusion-Map-AutoEncoder (DMAE) pairs a diffusion-map encoder (using the Nyström method) with linear or RBF Gaussian-Process latent mean decoders, yielding closed-form inductive mappings and strong reconstructions. |
| title | Diffusion Map Autoencoder |
| topic | Data Structures and Algorithms Machine Learning |
| url | https://arxiv.org/abs/2409.05901 |