Recovery of function from noisy Fourier coefficients with respect to the Haar system.

We consider the classical ill-posed problem of recovering of a function from noisy Fourier coefficients with respect to the Haar system. For the classes of functions given in terms of generalized smoothness, we present a priori and a posteriori regularization parameter choice realizing an order-optimal error bound. [ABSTRACT FROM PUBLISHER]