46 citations · 48 across the 2 of their papers we have counts for
2 papers
stat.ML2014★ 2 cited
MIST: L0 Sparse Linear Regression with Momentum
Goran Marjanovic, Magnus O. Ulfarsson, Alfred O. Hero
Significant attention has been given to minimizing a penalized least squares criterion for estimating sparse solutions to large linear systems of equations. The penalty is responsi…
stat.ML2014★ 46 cited
L0 Sparse Inverse Covariance Estimation
Goran Marjanovic, Alfred O. Hero
Recently, there has been focus on penalized log-likelihood covariance estimation for sparse inverse covariance (precision) matrices. The penalty is responsible for inducing sparsit…