< Back to previous page
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
21 - 30 of 31
- Bounded Matrix Low Rank Approximation(2012)
Authors: Mariya Ishteva
Pages: 319 - 328Number of pages: 10 - Tucker compression and local optima(2011)
Authors: Mariya Ishteva, Sabine Van Huffel, Lieven De Lathauwer
Pages: 57 - 64 - Best low multilinear rank approximation of higher-order tensors, based on the Riemannian trust-region scheme(2011)
Authors: Mariya Ishteva, Sabine Van Huffel, Lieven De Lathauwer
Pages: 115 - 135 - A Modified Particle Swarm Optimization Algorithm for the Best Low Multilinear Rank Approximation of Higher-Order Tensors(2010)
Authors: Mariya Ishteva
Pages: 13 - 23Number of pages: 11 - Local minima of the best low multilinear rank approximation of tensors(2010)
Authors: Mariya Ishteva, P-A Absil, Sabine Van Huffel, Lieven De Lathauwer
Pages: 2145 - 2146 - On the best low multilinear rank approximation of higher-order tensors(2010)
Authors: Mariya Ishteva, PA Absil, Sabine Van Huffel, Lieven De Lathauwer, M Diehl, F Glineur, E Jarlebring, W Michiels
Pages: 145 - 164 - Differential-geometric Newton method for the best rank-(R1,R2,R3) approximation of tensors(2009)
Authors: Mariya Ishteva, Lieven De Lathauwer, Sabine Van Huffel
Pages: 179 - 194 - A geometric Newton method for Oja's vector field(2009)
Authors: P-A Absil, Mariya Ishteva, Lieven De Lathauwer, Sabine Van Huffel
Pages: 1415 - 1433 - A geometric Newton method for Oja's vector field(2009)
Authors: Mariya Ishteva, Lieven De Lathauwer, Sabine Van Huffel
Pages: 1415 - 1433 - Dimensionality reduction for higher-order tensors: algorithms and applications(2008)
Authors: Mariya Ishteva, Lieven De Lathauwer, P-A Absil, Sabine Van Huffel
Pages: 337 - 343