Minimum of the Interpolating Polynomial with Applications in Cyclic Coordinate Descent

Abstract

Given two vectors x and y of the same length n, the univariate interpolating polynomial p of degree n−1 has p(x_i) = y_i. We give code in C and R to compute the minimum of this interpolating polynomial, which is useful in cyclic coordinate descent algorithms. Various applications in data analysis are discussed.

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