URL details: computationsociety.org/2020/11/23/coresets/
URL title:
Big data "summaries" can speed up regression on panel data — and reduce the risks of data breaches – Computation and Society
URL description:
With the rise of big data, new techniques are needed to run statistics and machine learning algorithms efficiently. The goal of a statistics or machine learning algorithm is usually to minimize some objective function by finding the best among a set of possible solutions. For example, running a linear regression requires finding the line that minimizes the distance from the set of points in the dataset to that line. But finding such a solution can be computationally expensive, especially with massive datase
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