张量（tensor）文献

最新推荐文章于 2024-12-19 09:26:24 发布

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最新推荐文章于 2024-12-19 09:26:24 发布

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分类专栏：机器学习文章标签：张量 tensor

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几篇关于张量的文献，值得一读：

1.Z. Zhang, G. Ely, S. Aeron, N. Hao, M. Kilmer, “Novel methods for multilinear data completion and de-noising based on tensor-SVD,” Computer Vision and Pattern Recognition (CVPR), (also accepted for oral presentation 5.45% acceptance rate), July 2014.

2.Ning Hao, Misha E. Kilmer, Karen Braman and Randy C. Hoover, “Facial Recognition using Tensor-Tensor Decomposition,” SIAM Journal on Imaging Science, 6(1), 437-463, 2013.

3.Misha E. Kilmer, Karen Braman, Ning Hao and Randy C. Hoover, “Third Order Tensors as Operators on Matrices: A Theoretical and Computational Framework with Applications in Imaging,” SIAM J. on Matrix Analysis and Applications, 34(1), pages 148-172, 2013.

4.Misha E. Kilmer and Carla D. Martin, “Factorization Strategies for Third-Order Tensors, Linear Algebra and its Applications” (special issue in honor of G.W. Stewart), Vol. 435, Aug. 2011, pp 641-658.

5.Misha E. Kilmer and Carla Martin, “Decomposing a Tensor,” SIAM News, Vol. 37, No. 9, Nov. 2004.