233 citations · 376 across the 7 of their papers we have counts for
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quant-ph2020★ 9 cited
Entanglement and Tensor Networks for Supervised Image Classification
John Martyn, Guifre Vidal, Chase Roberts +1
Tensor networks, originally designed to address computational problems in quantum many-body physics, have recently been applied to machine learning tasks. However, compared to quan…
cs.LG2020★ 18 cited
Anomaly Detection with Tensor Networks
Jinhui Wang, Chase Roberts, Guifre Vidal +1
Originating from condensed matter physics, tensor networks are compact representations of high-dimensional tensors. In this paper, the prowess of tensor networks is demonstrated on…