Mariya Ishteva

Best Low Multilinear Rank Approximation of Higher-Order Tensors, Based on the Riemannian Trust-Region Scheme

Mariya Ishteva, Pierre-Antoine Absil, Sabine Van Huffel et al. · SIAM Journal on Matrix Analysis and Applications · 2011 · 127 citations

Numerical Analysis, Mathematical Programming, Third-order Tensors +13

Jacobi Algorithm for the Best Low Multilinear Rank Approximation of Symmetric Tensors

Mariya Ishteva, Pierre-Antoine Absil, Paul Van Dooren · SIAM Journal on Matrix Analysis and Applications · 2013 · 66 citations

Numerical Analysis, Symmetric Tensors, Engineering +13

Bounded matrix factorization for recommender system

Ramakrishnan Kannan, Mariya Ishteva, Haesun Park · Knowledge and Information Systems · 2013 · 62 citations

Mathematical Programming, Engineering, Machine Learning +7

Differential-geometric Newton method for the best rank-(R 1, R 2, R 3) approximation of tensors

Mariya Ishteva, Lieven De Lathauwer, P.-A. Absil et al. · Numerical Algorithms · 2008 · 55 citations

Numerical Analysis, Mathematical Programming, R 3 +9

Dimensionality reduction for higher-order tensors: algorithms and applications

Mariya Ishteva, Lieven De Lathauwer, Pierre-Antoine Absil · DIAL (Catholic University of Leuven) · 2008 · 27 citations

Numerical Analysis, Spectral Theory, Engineering +14