Researcher
Mariya Kamenova 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 Ishteva (KU Leuven)
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 - 3 of 3
- Block-oriented nonlinear identification using Volterra seriesFrom1 Jan 2017 → 31 Dec 2020Funding: FWO research project (including WEAVE projects)
- Decoupling multivariate polynomials in nonlinear system identificationFrom1 Jan 2015 → 31 Dec 2018Funding: FWO research project (including WEAVE projects)
- Structured tensor low-multilinear rank approximationFrom1 Jan 2014 → 31 Dec 2014Funding: FWO fellowships
Publications
21 - 30 of 33
- Bounded matrix factorization for recommender system(2014)
Authors: Ramakrishnan Kannan, Mariya Kamenova Ishteva, Haesun Park
Pages: 491-511 - Factorization approach to structured low-rank approximation with applications(2014)
Authors: Mariya Kamenova Ishteva, Konstantin Usevich, Ivan Markovsky
Pages: 1180-1204 - Unfolding latent tree structures using 4th order tensors(2013)Volume: 28
Authors: Mariya Kamenova Ishteva, Haesun Park, Le Song
Pages: 316-324Number of pages: 9 - Hierarchical tensor decomposition of latent tree graphical models(2013)Volume: 28
Authors: Le Song, Haesun Park, Mariya Kamenova Ishteva, Ankur P. Parikh, Eric P. Xing
Pages: 334-342Number of pages: 9 - Jacobi algorithm for the best low multilinear rank approximation of symmetric tensors(2013)
Authors: Mariya Kamenova Ishteva, P.a. Absil, Paul Van Dooren
Pages: 651-672 - Bounded matrix low rank approximation(2012)
Authors: Ramakrishnan Kannan, Mariya Kamenova Ishteva, Haesun Park
- A spectral algorithm for latent junction trees.(2012)
Authors: Ankur P. Parikh, Le Song, Mariya Kamenova Ishteva, Gabi Teodoru, Eric P. Xing
- Tucker compression and local optima(2011)
Authors: Mariya Kamenova Ishteva, P.a. Absil, 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 Kamenova Ishteva, P.a. Absil, Sabine Van Huffel, Lieven De Lathauwer
Pages: 115-135 - On the best low multilinear rank approximation of higher-order tensors(2010)
Authors: Mariya Kamenova Ishteva, P.a. Absil, Sabine Van Huffel, Lieven De Lathauwer
Pages: 145-164Number of pages: 20