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Researcher
Mariya Ishteva
- Keywords (Vrije Universiteit Brussel):Information and communication technology
- Disciplines (KU Leuven):Distributed computing, Scientific computing, Statistics and numerical methods
- Disciplines (Vrije Universiteit Brussel):Other computer engineering, information technology and mathematical engineering not elsewhere classified
- See also: Mariya Kamenova Ishteva (Vrije Universiteit Brussel)
Affiliations
- Numerical Analysis and Applied Mathematics (NUMA) (Division)
Member
From1 Aug 2020 → Today - Declarative Languages and Artificial Intelligence (DTAI) (Division)
Member
From1 Aug 2020 → 31 Jul 2020 - Dynamical Systems, Signal Processing and Data Analytics (STADIUS) (Division)
Member
From1 Aug 2020 → 31 Dec 2009 - Computer Science Technology, Geel Campus (Technology cluster)
Member
From1 Sep 2019 → 31 Jul 2020 - Electricity (Department)
Member
From8 Apr 2019 → 31 May 2021 - Electricity (Department)
Member
From8 Apr 2019 → 31 Aug 2019 - Electricity (Department)
Member
From1 Jan 2017 → 31 Aug 2019 - Electricity (Department)
Member
From1 Jan 2013 → 31 Aug 2019 - ESAT - STADIUS, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics (Division)
Member
From1 Oct 2005 → 31 Dec 2009
Projects
1 - 6 of 6
- SPECTRAI - Spectral image Processing with Efficiently Compressed TensoRs and AIFrom1 Oct 2023 → TodayFunding: IOF - technology concept exploration
- Compression of neural networks using tensor decompositions and decoupling of multivariate polynomialsFrom27 Jul 2023 → TodayFunding: BOF - doctoral mandates
- Development of a thermochemical data driven process control philosophy for application in industrial combustion of non-recyclable wasteFrom1 Oct 2021 → TodayFunding: BOF - doctoral mandates, Baekeland
- Health monitoring by tensor-based signal processingFrom13 Sep 2021 → 9 Mar 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Nonlinear System Identification using Volterra series and Tensor network in Polynomial Nonlinear State Space frameworkFrom1 May 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Nonlinear function decompositionFrom16 Dec 2019 → 30 Sep 2021Funding: BOF - projects
Publications
11 - 20 of 31
- A Tensor-Based Extension for the Multi-Line TRL Calibration(2016)
Authors: Yves Rolain, Mariya Ishteva, Evi Van Nechel
Pages: 2121 - 2128 - Bounded Matrix Low Rank Approximation(2016)
Authors: Mariya Ishteva
Pages: 89 - 118Number of pages: 30 - Recovering Wiener-Hammerstein nonlinear state-space models using linear algebra(2015)
Authors: Philippe Dreesen, Mariya Ishteva
Pages: 951 - 956 - Multi-Line TRL Revisited(2015)
Authors: Yves Rolain, Mariya Ishteva, Evi Van Nechel
Number of pages: 3 - Block-Decoupling Multivariate Polynomials Using the Tensor Block-Term Decomposition(2015)
Authors: Philippe Dreesen, Thomas Goossens, Mariya Ishteva, Lieven De Lathauwer, Johan Schoukens
Pages: 14 - 21 - DECOUPLING MULTIVARIATE POLYNOMIALS USING FIRST-ORDER INFORMATION AND TENSOR DECOMPOSITIONS(2015)
Authors: Philippe Dreesen, Mariya Ishteva
Pages: 864 - 879 - Tensors and Latent Variable Models(2015)
Authors: Mariya Ishteva
Pages: 49 - 55Number of pages: 7 - Bounded matrix factorization for recommender system(2014)
Authors: Mariya Ishteva
Pages: 491 - 511 - FACTORIZATION APPROACH TO STRUCTURED LOW-RANK APPROXIMATION WITH APPLICATIONS(2014)
Authors: Mariya Ishteva
Pages: 1180 - 1204 - JACOBI ALGORITHM FOR THE BEST LOW MULTILINEAR RANK APPROXIMATION OF SYMMETRIC TENSORS(2013)
Authors: Mariya Ishteva, Paul Van Dooren
Pages: 651 - 672