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...
Shranjeno v:
| Principais autores: | , , |
|---|---|
| Format: | Artigo |
| Jezik: | Inglês |
| Izdano: |
Nature Portfolio
2025-12-01
|
| Serija: | Nature Communications |
| Online dostop: | https://doi.org/10.1038/s41467-025-68097-2 |
| Oznake: |
Brez oznak, prvi označite!
|