47 citations · 116 across the 6 of their papers we have counts for
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quant-ph2022★ 12 cited
Decohering Tensor Network Quantum Machine Learning Models
Haoran Liao, Ian Convy, Zhibo Yang +1
Tensor network quantum machine learning (QML) models are promising applications on near-term quantum hardware. While decoherence of qubits is expected to decrease the performance o…
cs.LG2022★ 6 cited
Interaction Decompositions for Tensor Network Regression
Ian Convy, K. Birgitta Whaley
It is well known that tensor network regression models operate on an exponentially large feature space, but questions remain as to how effectively they are able to utilize this spa…