101 citations · 240 across the 18 of their papers we have counts for
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quant-ph2022★ 23 cited
Classification of four-qubit entangled states via Machine Learning
S. V. Vintskevich, N. Bao, A. Nomerotski +2
We apply the support vector machine (SVM) algorithm to derive a set of entanglement witnesses (EW) to identify entanglement patterns in families of four-qubit states. The effective…
quant-ph2022
Computing with two quantum reservoirs connected via optimized two-qubit nonselective measurements
Stephen Vintskevich, Dmitry Grigoriev
Currently, quantum reservoir computing is one of the most promising and experimentally accessible techniques for hybrid, quantum-classical machine learning. However, its applicatio…