The matching pursuit algorithm revisited: A variant for big data and new stopping rules

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Fangyao Li, Christopher M. Triggs, Bogdan Dumitrescu, Ciprian Doru Giurcaneanu

Published: 01 Jan 2019, Last Modified: 06 Feb 2025Signal Process. 2019EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A variant of matching pursuit algorithm (MPA) for big data.•New stopping rules for MPA.•Properties of the hat matrix.•Experiments with simulated data and air pollution data.