Quantum advantage for learning shallow neural networks with natural data distributions
Abstract Without large quantum computers to empirically evaluate performance, theoretical frameworks such as the quantum statistical query (QSQ) are a primary tool to study quantum algorithms for learning classical functions and search for quantum advantage in machine learning tasks. However, we onl...
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| Principais autores: | , , |
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| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
Nature Portfolio
2025-12-01
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| Serier: | Nature Communications |
| Online adgang: | https://doi.org/10.1038/s41467-025-68097-2 |
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