Adaptive Non-Parametric Regression With the $K$-NN Fused Lasso

Oscar Hernan Madrid Padilla, James Sharpnack, Yanzhen Chen +1

The fused lasso, also known as total-variation denoising, is a locally-adaptive function estimator over a regular grid of design points. In this paper, we extend the fused lasso to…