
Variational Quantum Algorithms
Applications such as simulating large quantum systems or solving larges...
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Power of data in quantum machine learning
The use of quantum computing for machine learning is among the most exci...
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Layerwise learning for quantum neural networks
With the increased focus on quantum circuit learning for nearterm appli...
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TensorFlow Quantum: A Software Framework for Quantum Machine Learning
We introduce TensorFlow Quantum (TFQ), an open source library for the ra...
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Learning to learn with quantum neural networks via classical neural networks
Quantum Neural Networks (QNNs) are a promising variational learning para...
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Barren plateaus in quantum neural network training landscapes
Many experimental proposals for noisy intermediate scale quantum devices...
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Jarrod R. McClean
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