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Proportional Volume Sampling and Approximation Algorithms for A-Optimal Design

Proportional Volume Sampling and Approximation Algorithms for A-Optimal Design

We study optimal design problems in which the goal is to choose a set of linear measurements to obtain the most accurate estimate of an unknown vector. We study the [Formula: see text]-optimal design variant where the objective is to minimize the average variance of the error in the maximum …