Quantum machine learning

Exponential Hardness of Optimization from the Locality in Quantum Neural Networks
Quantum neural networks (QNNs) have become a leading paradigm for establishing near-term quantum applications in recent years. The …
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Exponential Hardness of Optimization from the Locality in Quantum Neural Networks
Statistical Analysis of Quantum State Learning Process in Quantum Neural Networks
Quantum neural networks (QNNs) have been a promising framework in pursuing near-term quantum advantage in various fields, where many …
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Statistical Analysis of Quantum State Learning Process in Quantum Neural Networks