Before revision:  We show that our procedure allows one to remove more than 90 \% of the PM couplings, while preserving the predictive and generative properties of the original dense PM. The resulting model is far away from criticality, meaning that it is more robust to noise, and its couplings are more easily interpretable.
After revision:  We show that our procedure allows one to remove more than 90