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Mariya Kamenova Ishteva

Observed names: Ishteva, Mariya, Ishteva, mariya, M. Ishteva, Mariya Ishteva
Institution: KU Leuven
ORCID: 0000-0002-7951-536X
Observed ORCID: 0000-0002-7951-536X
OpenAlex ID: A5086848112
Best Low Multilinear Rank Approximation of Higher-Order Tensors, Based on the Riemannian Trust-Region Scheme
2011 · Mariya Ishteva, P.-A. Absil, et al. · SIAM Journal on Matrix Analysis and Applications · 120
Decoupling Multivariate Polynomials Using First-Order Information and Tensor Decompositions
2015 · Philippe Dreesen, Mariya Ishteva, et al. · SIAM Journal on Matrix Analysis and Applications · 60
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Bounded matrix factorization for recommender system
2013 · Ramakrishnan Kannan, Mariya Ishteva, et al. · Knowledge and Information Systems · 60
Differential-geometric Newton method for the best rank-(R 1, R 2, R 3) approximation of tensors
2008 · Mariya Ishteva, Lieven De Lathauwer, et al. · Numerical Algorithms · 53
Jacobi Algorithm for the Best Low Multilinear Rank Approximation of Symmetric Tensors
2013 · Mariya Ishteva, P.-A. Absil, et al. · SIAM Journal on Matrix Analysis and Applications · 52
Factorization Approach to Structured Low-Rank Approximation with Applications
2014 · Mariya Ishteva, Konstantin Usevich, et al. · SIAM Journal on Matrix Analysis and Applications · 31
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On the Best Low Multilinear Rank Approximation of Higher-order Tensors*
2010 · Mariya Ishteva, P.-A. Absil, et al. · Springer eBooks · 30
A Geometric Newton Method for Oja's Vector Field
2008 · P.-A. Absil, M. Ishteva, et al. · Neural Computation · 27
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Hierarchical Tensor Decomposition of Latent Tree Graphical Models
2018 · Song, Le, Park, Haesun, et al. · 25
Dimensionality reduction for higher-order tensors: algorithms and applications
2008 · Ishteva, Mariya, De Lathauwer, Lieven, et al. · DIAL (Catholic University of Leuven) · 25
A Spectral Algorithm for Latent Junction Trees
2012 · Ankur P. Parikh, Song, Le, et al. · arXiv (Cornell University) · 21
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Towards Waste-to-Energy-and-Materials Processes with Advanced Thermochemical Combustion Intelligence in the Circular Economy
2023 · Johan De Greef, Quynh Hoang, et al. · Energies · 19
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Identification of parallel Wiener-Hammerstein systems with a decoupled static nonlinearity
2014 · M. Schoukens, K. Tiels, et al. · IFAC Proceedings Volumes · 19
Bounded Matrix Low Rank Approximation
2012 · Ramakrishnan Kannan, Mariya Ishteva, et al. · Proceedings · 19
Tucker compression and local optima
2010 · Mariya Ishteva, P.-A. Absil, et al. · Chemometrics and Intelligent Laboratory Systems · 17
Impact of furnace and waste layer control on HCl and SO2 in combustion gas from a grate-fired Waste-to-Energy boiler
2024 · W. Meynendonckx, M. Ishteva, et al. · Process Safety and Environmental Protection · 16
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A Modified Particle Swarm Optimization Algorithm for the Best Low Multilinear Rank Approximation of Higher-Order Tensors
2010 · Pierre B. Borckmans, Mariya Ishteva, et al. · Lecture notes in computer science · 14
Unfolding Latent Tree Structures using 4th Order Tensors
2012 · Ishteva, Mariya, Park, Haesun, et al. · arXiv (Cornell University) · 13
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A Tensor-Based Extension for the Multi-Line TRL Calibration
2016 · Yves Rolain, Mariya Ishteva, et al. · IEEE Transactions on Microwave Theory and Techniques · 12
Decoupling Multivariate Functions Using Second-Order Information and Tensors
2018 · Philippe Dreesen, Jeroen De Geeter, et al. · Lecture notes in computer science · 11
Tensors and Latent Variable Models
2015 · Mariya Ishteva · Lecture notes in computer science · 10
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Numerical Methods for the Best Low Multilinear Rank Approximation of Higher-Order Tensors (Numerieke methoden voor de beste lage multilineaire rang benadering van hogere-orde tensoren)
2009 · Mariya Ishteva · Lirias · 10
Decoupling multivariate polynomials: Interconnections between tensorizations
2019 · Konstantin Usevich, Philippe Dreesen, et al. · Journal of Computational and Applied Mathematics · 9
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Tensor Factorization based Estimates of Parallel Wiener Hammerstein Models
2017 · David T. Westwick, Mariya Ishteva, et al. · IFAC-PapersOnLine · 8
Modeling Parallel Wiener-Hammerstein Systems Using Tensor Decomposition of Volterra Kernels
2017 · Philippe Dreesen, David T. Westwick, et al. · Lecture notes in computer science · 7
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Works count: 92
Citation count: 751
H-index: 16
I10-index: 22
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