Role: Faculty, Scholars, & Staff
Department: Mathematics, Electrical and Computer Engineering, and Computer Science
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Year:
We present a framework for high-dimensional regression using the GMRA data structure. In analogy to a classical wavelet decomposition of function spaces, a GMRA is a tree-based decomposition of a data set into local linear projections.