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07/12/2020
Entanglement and Tensor Networks for Supervised Image Classification
Tensor networks, originally designed to address computational problems i...
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06/03/2020
Anomaly Detection with Tensor Networks
Originating from condensed matter physics, tensor networks are compact r...
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10/04/2019
Quantum Hamiltonian-Based Models and the Variational Quantum Thermalizer Algorithm
We introduce a new class of generative quantum-neural-network-based mode...
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09/26/2019
Quantum Graph Neural Networks
We introduce Quantum Graph Neural Networks (QGNN), a new class of quantu...
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06/07/2019
TensorNetwork for Machine Learning
We demonstrate the use of tensor networks for image classification with ...
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05/03/2019
TensorNetwork on TensorFlow: A Spin Chain Application Using Tree Tensor Networks
TensorNetwork is an open source library for implementing tensor network ...
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05/03/2019