Parallelisation of sparse grids for large scale data analysis

DOI10.1017/S1446181100003382zbMath1104.65009MaRDI QIDQ3412197

Markus Hegland, Ole M. Nielsen, Jochen Garcke

Publication date: 5 December 2006

Published in: The ANZIAM Journal (Search for Journal in Brave)

zbMATH Keywords

waveletsparallel computationdata fittingsparse gridsparallelismpredictive modellingdata mining algorithmslarge scale data analysis

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Numerical smoothing, curve fitting (65D10) Parallel numerical computation (65Y05)

Related Items (2)

A parallel sparse grid construction algorithm based on the shared memory architecture and its application to flash calculations ⋮ A sparse-grid isogeometric solver

Uses Software

• ScaLAPACK

Cites Work

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• Multivariate adaptive regression splines
• ScaLAPACK Users' Guide
• Sparse grids
• Data mining with sparse grids

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