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On the Construction of Group Equivariant Non-Expansive Operators via Permutants and Symmetric Functions
Group Equivariant Operators (GEOs) are a fundamental tool in the research on neural networks, since they make available a new kind of geometric knowledge engineering for deep learning, which can exploit symmetries in artificial intelligence and reduce the number of parameters required in the learnin...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8887714/ https://www.ncbi.nlm.nih.gov/pubmed/35243336 http://dx.doi.org/10.3389/frai.2022.786091 |