High-dimensional Analysis of Synthetic Data Selection

TL;DR

We give a precise analysis for the problem of synthetic data selection through the lens of high-dimensional regression, and we translate the theoretical insights into a method that performs well in practice.

Opening excerpt from the authors’ abstract. source