Follow
Lek-Heng Lim
Title
Cited by
Cited by
Year
Most tensor problems are NP-hard
CJ Hillar, LH Lim
Journal of the ACM (JACM) 60 (6), 1-39, 2013
12892013
Tensor rank and the ill-posedness of the best low-rank approximation problem
V De Silva, LH Lim
SIAM Journal on Matrix Analysis and Applications 30 (3), 1084-1127, 2008
11062008
Singular values and eigenvalues of tensors: a variational approach
LH Lim
Proceedings of IEEE Workshop on Computational Advances in Multisensor …, 2005
10952005
Symmetric tensors and symmetric tensor rank
P Comon, G Golub, LH Lim, B Mourrain
SIAM Journal on Matrix Analysis and Applications 30 (3), 1254-1279, 2008
6302008
Statistical ranking and combinatorial Hodge theory
X Jiang, LH Lim, Y Yao, Y Ye
Mathematical Programming 127 (1), 203-244, 2011
4092011
Nonnegative approximations of nonnegative tensors
LH Lim, P Comon
Journal of Chemometrics 23 (7-8), 423-441, 2009
249*2009
Hodge Laplacians on graphs
LH Lim
SIAM Review 63 (3), 685-715, 2020
2342020
Nuclear norm of higher-order tensors
S Friedland, LH Lim
Mathematics of Computation 87 (311), 1255-1281, 2016
2242016
Schubert varieties and distances between subspaces of different dimensions
K Ye, LH Lim
SIAM Journal on Matrix Analysis and Applications 37 (3), 1176-1197, 2014
209*2014
Rank aggregation via nuclear norm minimization
DF Gleich, L Lim
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
2092011
Quasi-Newton methods on Grassmannians and multilinear approximations of tensors
B Savas, LH Lim
SIAM Journal on Scientific Computing 32 (6), 3352-3393, 2010
172*2010
Tropical geometry of deep neural networks
L Zhang, G Naitzat, LH Lim
International Conference on Machine Learning 80, 5824-5832, 2018
1452018
Blind multilinear identification
LH Lim, P Comon
IEEE Transactions on Information Theory 60 (2), 1260-1280, 2013
1342013
Multilinear pagerank
DF Gleich, LH Lim, Y Yu
SIAM Journal on Matrix Analysis and Applications 36 (4), 1507-1541, 2015
1332015
Multiarray signal processing: Tensor decomposition meets compressed sensing
LH Lim, P Comon
Comptes Rendus Mecanique 338 (6), 311-320, 2010
1332010
Tensors and hypermatrices
LH Lim
Handbook of Linear Algebra 2, 2013
1302013
Topology of deep neural networks
G Naitzat, A Zhitnikov, LH Lim
The Journal of Machine Learning Research 21 (1), 7503-7542, 2020
1202020
Shift-invariant multilinear decomposition of neuroimaging data
M Mørup, LK Hansen, SM Arnfred, LH Lim, KH Madsen
NeuroImage 42 (4), 1439-1450, 2008
1152008
Every matrix is a product of Toeplitz matrices
K Ye, LH Lim
Foundations of Computational Mathematics 16, 577-598, 2016
1122016
The Spacey Random Walk: A stochastic Process for Higher-Order Data
AR Benson, DF Gleich, LH Lim
SIAM Review 59 (2), 321-345, 2017
982017
The system can't perform the operation now. Try again later.
Articles 1–20