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arxiv: 1009.1751 · v3 · pith:3I7GNCESnew · submitted 2010-09-09 · 🧮 math.FA · math.NA· math.ST· stat.TH

Average best m-term approximation

classification 🧮 math.FA math.NAmath.STstat.TH
keywords measureapproximationaveragebestrespecttermballcertain
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We introduce the concept of average best $m$-term approximation widths with respect to a probability measure on the unit ball of $\ell_p^n$. We estimate these quantities for the embedding $id:\ell_p^n\to\ell_q^n$ with $0<p\le q\le \infty$ for the normalized cone and surface measure. Furthermore, we consider certain tensor product weights and show that a typical vector with respect to such a measure exhibits a strong compressible (i.e. nearly sparse) structure.

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