An Exact Pointwise Characterization for Total Variation Denoising in Quantile Regression

Deep Ghoshal, Sabyasachi Chatterjee

Total variation denoising (TVD) is a classical method for denoising and curve fitting, yet an explicit pointwise description of its fitted values has only recently been established…