Mariya Ishteva

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 16

Top Topics

Multivariate Polynomials

Latent Variable Models

Top Venues

SIAM J. Matrix Anal. Appl.

Publications

Prabhu Vijayan, Philippe Dreesen, Ivan Markovsky, Mariya Ishteva
Parameter Estimation of Multiple Poles by Subspace-Based Method. CoDIT (2023)
Joppe De Jonghe, Konstantin Usevich, Philippe Dreesen, Mariya Ishteva
Compressing Neural Networks with Two-Layer Decoupling. CAMSAP (2023)
Konstantin Usevich, Yassine Zniyed, Mariya Ishteva, Philippe Dreesen, André L. F. de Almeida
Tensor-Based Two-Layer Decoupling of Multivariate Polynomial Maps. EUSIPCO (2023)
Mariya Ishteva, Philippe Dreesen
Solving Systems of Polynomial Equations - A Tensor Approach. LSSC (2021)
Konstantin Usevich, Philippe Dreesen, Mariya Ishteva
Decoupling multivariate polynomials: Interconnections between tensorizations. J. Comput. Appl. Math. 363 (2020)
Philippe Dreesen, Jeroen De Geeter, Mariya Ishteva
Decoupling Multivariate Functions Using Second-Order Information and Tensors. LVA/ICA (2018)
Gabriel Hollander, Philippe Dreesen, Mariya Ishteva, Johan Schoukens
Approximate decoupling of multivariate polynomials using weighted tensor decomposition. Numer. Linear Algebra Appl. 25 (2) (2018)
Philippe Dreesen, Jeroen De Geeter, Mariya Ishteva
Decoupling multivariate functions using second-order information and tensors. CoRR (2018)
Gabriel Hollander, Philippe Dreesen, Mariya Ishteva, Johan Schoukens
An Initialization Method for Nonlinear Model Reduction Using the CP Decomposition. LVA/ICA (2017)
Philippe Dreesen, David T. Westwick, Johan Schoukens, Mariya Ishteva
Modeling Parallel Wiener-Hammerstein Systems Using Tensor Decomposition of Volterra Kernels. LVA/ICA (2017)
Philippe Dreesen, Koen Tiels, Mariya Ishteva, Johan Schoukens
Nonlinear system identification: Finding structure in nonlinear black-box models. CAMSAP (2017)
Gabriel Hollander, Philippe Dreesen, Mariya Ishteva, Johan Schoukens
Weighted tensor decomposition for approximate decoupling of multivariate polynomials. CoRR (2016)
Philippe Dreesen, David T. Westwick, Johan Schoukens, Mariya Ishteva
Modeling Parallel Wiener-Hammerstein Systems Using Tensor Decomposition of Volterra Kernels. CoRR (2016)
Philippe Dreesen, Thomas Goossens, Mariya Ishteva, Lieven De Lathauwer, Johan Schoukens
Block-Decoupling Multivariate Polynomials Using the Tensor Block-Term Decomposition. LVA/ICA (2015)
Mariya Ishteva
Tensors and Latent Variable Models. LVA/ICA (2015)
Philippe Dreesen, Mariya Ishteva, Johan Schoukens
Decoupling Multivariate Polynomials Using First-Order Information and Tensor Decompositions. SIAM J. Matrix Anal. Appl. 36 (2) (2015)
Philippe Dreesen, Mariya Ishteva, Johan Schoukens
Decoupling Multivariate Polynomials Using First-Order Information. CoRR (2014)
Mariya Ishteva, Konstantin Usevich, Ivan Markovsky
Factorization Approach to Structured Low-Rank Approximation with Applications. SIAM J. Matrix Anal. Appl. 35 (3) (2014)
Ramakrishnan Kannan, Mariya Ishteva, Haesun Park
Bounded matrix factorization for recommender system. Knowl. Inf. Syst. 39 (3) (2014)
Mariya Ishteva, Pierre-Antoine Absil, Paul Van Dooren
Jacobi Algorithm for the Best Low Multilinear Rank Approximation of Symmetric Tensors. SIAM J. Matrix Anal. Appl. 34 (2) (2013)
Mariya Ishteva, Haesun Park, Le Song
Unfolding Latent Tree Structures using 4th Order Tensors. ICML (3) (2013)
Mariya Ishteva, Konstantin Usevich, Ivan Markovsky
Regularized structured low-rank approximation with applications. CoRR (2013)
Le Song, Mariya Ishteva, Ankur P. Parikh, Eric P. Xing, Haesun Park
Hierarchical Tensor Decomposition of Latent Tree Graphical Models. ICML (3) (2013)
Ramakrishnan Kannan, Mariya Ishteva, Haesun Park
Bounded Matrix Low Rank Approximation. ICDM (2012)
Ankur P. Parikh, Le Song, Mariya Ishteva, Gabi Teodoru, Eric P. Xing
A Spectral Algorithm for Latent Junction Trees. UAI (2012)
Mariya Ishteva, Haesun Park, Le Song
Unfolding Latent Tree Structures using 4th Order Tensors CoRR (2012)
Ankur P. Parikh, Le Song, Mariya Ishteva, Gabi Teodoru, Eric P. Xing
A Spectral Algorithm for Latent Junction Trees CoRR (2012)
Mariya Ishteva, Pierre-Antoine Absil, Sabine Van Huffel, Lieven De Lathauwer
Best Low Multilinear Rank Approximation of Higher-Order Tensors, Based on the Riemannian Trust-Region Scheme. SIAM J. Matrix Anal. Appl. 32 (1) (2011)
Pierre B. Borckmans, Mariya Ishteva, Pierre-Antoine Absil
A Modified Particle Swarm Optimization Algorithm for the Best Low Multilinear Rank Approximation of Higher-Order Tensors. ANTS Conference (2010)
Mariya Ishteva, Lieven De Lathauwer, Pierre-Antoine Absil, Sabine Van Huffel
) approximation of tensors. Numer. Algorithms 51 (2) (2009)
Pierre-Antoine Absil, Mariya Ishteva, Lieven De Lathauwer, Sabine Van Huffel
A Geometric Newton Method for Oja's Vector Field. Neural Comput. 21 (5) (2009)