On the Convergence of a Weak Greedy Algorithm for the Multivariate Haar Basis

preprint2012arXivOpen access

Abstract

We define a family of weak thresholding greedy algorithms for the multivariate Haar basis for L1[0,1]dL_1[0,1]^d (d≥1d \ge 1). We prove convergence and uniform boundedness of the weak greedy approximants for all f∈L1[0,1]df \in L_1[0,1]^d.

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