Determinantal Point Processes (DPPs) for coreset sampling.
This repository contains the source code of the NeurIPS 2024 spotlight paper Small Coresets via Negative Dependence: DPPs, Linear Statistics, and Concentration.
In short, DPPs can perform training set compression with strong guarantees, better than any i.i.d. sampling.