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Singular values and eigenvalues of tensors: a variational approach
- Lek-Heng Lim
- Mathematics1st IEEE International Workshop on Computational…
- 13 December 2005
We propose a theory of eigenvalues, eigenvectors, singular values, and singular vectors for tensors based on a constrained variational approach much like the Rayleigh quotient for symmetric matrix…
Most Tensor Problems Are NP-Hard
- C. Hillar, Lek-Heng Lim
- Computer Science, MathematicsJACM
- 7 November 2009
TLDR
Tensor Rank and the Ill-Posedness of the Best Low-Rank Approximation Problem
- Vin de Silva, Lek-Heng Lim
- Mathematics, Computer ScienceSIAM J. Matrix Anal. Appl.
- 26 July 2006
TLDR
Statistical ranking and combinatorial Hodge theory
- Xiaoye Jiang, Lek-Heng Lim, Y. Yao, Y. Ye
- Computer Science, MathematicsMath. Program.
- 7 November 2008
TLDR
Symmetric Tensors and Symmetric Tensor Rank
- P. Comon, G. Golub, Lek-Heng Lim, B. Mourrain
- Mathematics, Computer ScienceSIAM J. Matrix Anal. Appl.
- 12 February 2008
TLDR
Multilinear PageRank
- D. Gleich, Lek-Heng Lim, Yongyang Yu
- Mathematics, Computer ScienceSIAM J. Matrix Anal. Appl.
- 4 September 2014
TLDR
Schubert Varieties and Distances between Subspaces of Different Dimensions
- Ke Ye, Lek-Heng Lim
- Mathematics, Computer ScienceSIAM J. Matrix Anal. Appl.
- 3 July 2014
TLDR
Hodge Laplacians on graphs
- Lek-Heng Lim
- MathematicsSIAM Rev.
- 20 July 2015
TLDR
Nuclear norm of higher-order tensors
- S. Friedland, Lek-Heng Lim
- Computer Science, MathematicsMath. Comput.
- 22 October 2014
TLDR
Rank aggregation via nuclear norm minimization
- D. Gleich, Lek-Heng Lim
- Computer ScienceKDD
- 23 February 2011
TLDR
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