2022
Denoising and change point localisation in piecewise-constant high-dimensional regression coefficients
AISTATS 2022poster
We study the theoretical properties of the fused lasso procedure originally proposed by Tibshirani et al. (2005) in the context of a linear regression model in which the regression coefficient are totally ordered and assumed to be sparse and piecewise constant. Despite its popularity, to the best of…