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Inverse problems for structured datasets using parallel TAP equations and restricted Boltzmann machines
We propose an efficient algorithm to solve inverse problems in the presence of binary clustered datasets. We consider the paradigmatic Hopfield model in a teacher student scenario, where this situation is found in the retrieval phase. This problem has been widely analyzed through various methods suc...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8497629/ https://www.ncbi.nlm.nih.gov/pubmed/34620934 http://dx.doi.org/10.1038/s41598-021-99353-2 |