Accelerating alternating least squares for tensor decomposition by pairwise perturbation-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Accelerating alternating least squares for tensor decomposition by pairwise perturbation

Published:2022-01-17 Issue:4 Volume:29 Page:
ISSN:1070-5325
Container-title:Numerical Linear Algebra with Applications
language:en
Short-container-title:Numerical Linear Algebra App

Author:

Ma Linjian¹^ORCID,Solomonik Edgar¹

Affiliation:

1. Department of Computer Science University of Illinois at Urbana Champaign Urbana Illinois USA

Funder

National Science Foundation of Sri Lanka

Publisher

Wiley

Subject

Applied Mathematics,Algebra and Number Theory

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/nla.2431

Reference67 articles.

1. Tensor Decompositions and Applications

2. A literature survey of low-rank tensor approximation techniques

3. Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions

4. Nonnegative Tensor Decomposition

5. PerrosI ChenR VuducR SunJ.Sparse hierarchical Tucker factorization and its application to healthcare. Proceedings of the 2015 IEEE International Conference on Data Mining (ICDM). IEEE; 2015. p. 943–948.

Cited by 4 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Communication Lower Bounds and Optimal Algorithms for Multiple Tensor-Times-Matrix Computation;SIAM Journal on Matrix Analysis and Applications;2024-02-06

2. A hierarchical methodology for vessel traffic flow prediction using Bayesian tensor decomposition and similarity grouping;Ocean Engineering;2023-10

3. Blockwise acceleration of alternating least squares for canonical tensor decomposition;Numerical Linear Algebra with Applications;2023-06-21

4. Efficient Construction of Canonical Polyadic Approximations of Tensor Networks;Journal of Chemical Theory and Computation;2022-12-09

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号京ICP备18003416号-3