Element-wise Estimation Error of Generalized Fused Lasso

Teng Zhang, Sabyasachi Chatterjee

The main result of this article is that we obtain an elementwise error bound for the Fused Lasso estimator for any general convex loss function $\rho$. We then focus on the special ca…