The Generalized Lasso Problem and Uniqueness

Alnur Ali, Ryan J. Tibshirani

We study uniqueness in the generalized lasso problem, where the penalty is the ${\ell }_1$ norm of a matrix $D$ times the coefficient vector. We derive a broad result on uniqueness th…