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 Quantum-classical simulation of quantum field theory by quantum circuit
learningAnnals of Physics (Ann. Phys.), 2023 |
 Alternating Local Enumeration (TnALE): Solving Tensor Network Structure
Search with Fewer EvaluationsInternational Conference on Machine Learning (ICML), 2023 |
 Tensor networks for quantum machine learningProceedings of the Royal Society A (Proc. R. Soc. A), 2023 |
 What Makes Data Suitable for a Locally Connected Neural Network? A
Necessary and Sufficient Condition Based on Quantum EntanglementNeural Information Processing Systems (NeurIPS), 2023 |
 On the Ability of Graph Neural Networks to Model Interactions Between
VerticesNeural Information Processing Systems (NeurIPS), 2022 |
 Deep tensor networks with matrix product operatorsQuantum Machine Intelligence (QMI), 2022 |
 Implicit Regularization in Hierarchical Tensor Factorization and Deep
Convolutional Neural NetworksInternational Conference on Machine Learning (ICML), 2022 |
