Nick Vannieuwenhoven
KU Leuven(BE)
Publications by Year
Research Areas
Tensor decomposition and applications, Matrix Theory and Algorithms, Sparse and Compressive Sensing Techniques, Advanced Optimization Algorithms Research, Parallel Computing and Optimization Techniques
Most-Cited Works
- → A New Truncation Strategy for the Higher-Order Singular Value Decomposition(2012)286 cited
- → Effective Criteria for Specific Identifiability of Tensors and Forms(2017)57 cited
- → The Condition Number of Join Decompositions(2018)48 cited
- A Riemannian trust region method for the canonical tensor rank approximation problem(2017)
- → Condition numbers for the tensor rank decomposition(2017)30 cited
- → Computing the Gradient in Optimization Algorithms for the CP Decomposition in Constant Memory through Tensor Blocking(2015)29 cited
- → On Generic Nonexistence of the Schmidt--Eckart--Young Decomposition for Complex Tensors(2014)27 cited
- → Identifiability beyond Kruskal’s bound for symmetric tensors of degree 4(2018)20 cited
- → Convergence analysis of Riemannian Gauss–Newton methods and its connection with the geometric condition number(2017)17 cited
- → The Condition Number of Riemannian Approximation Problems(2021)14 cited