BriefGPT.xyz
Jul, 2022
机器学习中的张量网络
Tensor networks in machine learning
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Richik Sengupta, Soumik Adhikary, Ivan Oseledets, Jacob Biamonte
TL;DR
这篇论文介绍了张量网络及其在机器学习中的应用,张量网络通过分解大规模数据矩阵来实现数据的近似表达与计算的降维,是一种常用的数据处理技术。
Abstract
A
tensor network
is a type of decomposition used to express and approximate large arrays of data. A given data-set,
quantum state
or higher dimensional multi-linear map is factored and approximated by a compositi
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