The problem of reconstructing a piecewise constant function from a finite number of its Fourier coefficients perturbed by noise is considered. A reconstruction method, based on the computation of the ...

This paper starts from studying the setting that θ*i is both piecewise constant and monotone as a function of the index i. For this, we establish the exact minimax rate of estimating such monotone ...