Observed (blue) and fitted (green) Stokes I profile for different values of the regularization parameters λ and using a dictionary made of Voigt functions centered at every pixel. The dashed red curve shows the inferred systematic effects. The left panels show the results for the Fe i lines, while the right panels show the active functions, with the label indicating the percentage of active functions.