41 citations · 211 across the 45 of their papers we have counts for
Showing 2012Show all
2 papers · 1 filter
eess.SY2012★ 23 cited
An ADMM Algorithm for Solving l_1 Regularized MPC
Mariette Annergren, Anders Hansson, Bo Wahlberg
We present an Alternating Direction Method of Multipliers (ADMM) algorithm for solving optimization problems with an l_1 regularized least-squares cost function subject to recursiv…
stat.ML2012★ 9 cited
An ADMM Algorithm for a Class of Total Variation Regularized Estimation Problems
Bo Wahlberg, Stephen Boyd, Mariette Annergren +1
We present an alternating augmented Lagrangian method for convex optimization problems where the cost function is the sum of two terms, one that is separable in the variable blocks…