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Mariya Ishteva
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Best low multilinear rank approximation of higher-order tensors, based on the Riemannian trust-region scheme
M Ishteva, PA Absil, S Van Huffel, L De Lathauwer
SIAM Journal on Matrix Analysis and Applications 32 (1), 115-135, 2011
1562011
Properties and applications of the Caputo fractional operator
M Ishteva
MSc. Thesis, Dept. of Math., Universität Karlsruhe (TH), Germany, 2005
1562005
Differential-geometric Newton method for the best rank-(R 1, R 2, R 3) approximation of tensors
M Ishteva, L De Lathauwer, PA Absil, S Van Huffel
Numerical Algorithms 51 (2), 179-194, 2009
932009
Decoupling multivariate polynomials using first-order information and tensor decompositions
P Dreesen, M Ishteva, J Schoukens
SIAM Journal on Matrix analysis and Applications 36 (2), 864-879, 2015
842015
Bounded matrix factorization for recommender system
R Kannan, M Ishteva, H Park
Knowledge and information systems 39, 491-511, 2014
782014
On the Caputo operator of fractional calculus and C-Laguerre functions
M Ishteva, L Boyadjiev, R Scherer
Mathematical Sciences Research Journal 9 (6), 161, 2005
752005
Jacobi algorithm for the best low multilinear rank approximation of symmetric tensors
M Ishteva, PA Absil, P Van Dooren
SIAM Journal on Matrix Analysis and Applications 34 (2), 651-672, 2013
672013
Factorization approach to structured low-rank approximation with applications
M Ishteva, K Usevich, I Markovsky
SIAM Journal on Matrix Analysis and Applications 35 (3), 1180-1204, 2014
432014
Hierarchical tensor decomposition of latent tree graphical models
L Song, M Ishteva, A Parikh, E Xing, H Park
The 30th International Conference on Machine Learning (ICML 2013), 2013
432013
Dimensionality reduction for higher-order tensors: algorithms and applications
M Ishteva, L De Lathauwer, P Absil, S Van Huffel
International Journal of Pure and Applied Mathematics 42 (3), 337-343, 2008
412008
A geometric Newton method for Oja's vector field
PA Absil, M Ishteva, L De Lathauwer, S Van Huffel
Neural computation 21 (5), 1415-1433, 2009
402009
A spectral algorithm for latent junction trees
AP Parikh, L Song, M Ishteva, G Teodoru, EP Xing
arXiv preprint arXiv:1210.4884, 2012
322012
Bounded Matrix Low Rank Approximation
R Kannan, M Ishteva, H Park
30*2012
Numerical methods for the best low multilinear rank approximation of higher-order tensors
M Ishteva
Ph. D. thesis, Department of Electrical Engineering, Katholieke Universiteit …, 2009
282009
Tucker compression and local optima
M Ishteva, PA Absil, S Van Huffel, L De Lathauwer
Chemometrics and Intelligent Laboratory Systems 106 (1), 57-64, 2011
272011
Identification of parallel Wiener-Hammerstein systems with a decoupled static nonlinearity
M Schoukens, K Tiels, M Ishteva, J Schoukens
252014
A modified particle swarm optimization algorithm for the best low multilinear rank approximation of higher-order tensors
PB Borckmans, M Ishteva, PA Absil
Swarm Intelligence: 7th International Conference, ANTS 2010, Brussels …, 2010
202010
Unfolding Latent Tree Structures using 4th Order Tensors
M Ishteva, H Park, L Song
Proceedings of The 30th International Conference on Machine Learning (ICML …, 2013
192013
Decoupling multivariate polynomials: Interconnections between tensorizations
K Usevich, P Dreesen, M Ishteva
Journal of Computational and Applied Mathematics 363, 22-34, 2020
122020
A Tensor-Based Extension for the Multi-Line TRL Calibration
Y Rolain, M Ishteva, E Van Nechel, F Ferranti
IEEE, 2016
112016
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