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Quantum expectation-maximization algorithm

Published in Physical review. A/Physical review, A • Jan 17, 2020
NobleIDNI3P69W29R25S39
Authors:
Hideyuki Miyahara
,
Kazuyuki Aihara
,
Wolfgang Lechner

Abstract

Clustering algorithms are a cornerstone of machine learning applications. Recently, a quantum algorithm for clustering based on the $k$-means algorithm has been proposed by Kerenidis, Landman, Luongo, and Prakash. Based on their work, we propose a quantum expectation-maximization algorithm for Gauss...

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