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MIST: L0 Sparse Linear Regression with Momentum
Significant attention has been given to minimizing a penalized least squares criterion for estimating sparse solutions to large linear systems of equations.
L0 Sparse Inverse Covariance Estimation
In this paper we consider non-convex $l_0$ penalized log-likelihood inverse covariance estimation and present a novel cyclic descent algorithm for its optimization.
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