Wat is Eigenvalue clipping?

Eigenvalue clipping (Laloux et al., 1999) keeps the eigenvalues of the sample correlation matrix above the Marchenko–Pastur edge and replaces all the others by their average, which preserves the trace, then restores the sample variances.