L1 Regularization Paths in Linear Models by Parametric Gaussian Message Passing
arXiv:2604.16949v1 Announce Type: new
Abstract: The paper considers the computation of L1 regularization paths in a state space setting, which includes L1 regularized Kalman smoothing, linear SVM, LASSO, and more. The paper proposes two new algorithms…