Eigengap Sparsity for Covariance Parsimony

Tom Szwagier, Guillaume Olikier, Xavier Pennec

Covariance estimation is a central problem in statistics. An important issue is that there are rarely enough samples $n$ to accurately estimate the $p(p+1)/2$ coefficients in di…