Sparse Recovery via ℓq-Minimization for Polynomial Chaos Expansions

DOI10.4208/nmtma.2017.0001zbMath1399.42069OpenAlexW2755774318MaRDI QIDQ3176044

Yongle Liu, Liang Yan, Ling Guo

Publication date: 18 July 2018

Published in: Numerical Mathematics: Theory, Methods and Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.4208/nmtma.2017.0001

zbMATH Keywords

uncertainty quantificationstochastic collocationpolynomial chaos expansions

Mathematics Subject Classification ID

Orthogonal functions and polynomials, general theory of nontrigonometric harmonic analysis (42C05) Signal theory (characterization, reconstruction, filtering, etc.) (94A12)

Related Items (1)

Towards optimal sampling for learning sparse approximation in high dimensions

This page was built for publication: Sparse Recovery via ℓ_q-Minimization for Polynomial Chaos Expansions