Laurent Sorber

Optimization-Based Algorithms for Tensor Decompositions: Canonical Polyadic Decomposition, Decomposition in Rank-$(L_r,L_r,1)$ Terms, and a New Generalization

Laurent Sorber, Marc Van Barel, Lieven De Lathauwer · SIAM Journal on Optimization · 2013 · 274 citations

Mathematical Programming, Numerical Analysis, Block Term Decomposition +19

Structured Data Fusion

Laurent Sorber, Marc Van Barel, Lieven De Lathauwer · IEEE Journal of Selected Topics in Signal Processing · 2015 · 218 citations · Full text

Engineering, Machine Learning, Structured Data +20

Unconstrained Optimization of Real Functions in Complex Variables

Laurent Sorber, Marc Van Barel, Lieven De Lathauwer · SIAM Journal on Optimization · 2012 · 173 citations · Full text

Mathematical Programming, Numerical Analysis, Complex Conjugate +13

Breaking the Curse of Dimensionality Using Decompositions of Incomplete Tensors: Tensor-based scientific computing in big data analysis

Nico Vervliet, Otto Debals, Laurent Sorber et al. · IEEE Signal Processing Magazine · 2014 · 169 citations · Full text

Full Tensors, Engineering, Machine Learning +17

Block term decomposition for modelling epileptic seizures

Borbála Hunyadi, Daan Camps, Laurent Sorber et al. · EURASIP Journal on Advances in Signal Processing · 2014 · 67 citations · Full text