89 citations · 99 across the 4 of their papers we have counts for
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stat.ML2020★ 7 cited
A Multi-Scale Tensor Network Architecture for Classification and Regression
Justin Reyes, Miles Stoudenmire
We present an algorithm for supervised learning using tensor networks, employing a step of preprocessing the data by coarse-graining through a sequence of wavelet transformations.…
cond-mat.stat-mech2020★ 89 cited
Nonuniversal Entanglement Level Statistics in Projection-driven Quantum Circuits
Lei Zhang, Justin A. Reyes, Stefanos Kourtis +3
We study the level-spacing statistics in the entanglement spectrum of output states of random universal quantum circuits where qubits are subject to a finite probability of project…