In this talk we look at a predictor-corrector regularization method of known validity for 1-smoothing kernels as it is applied to integral equations with weakly-singular kernels (such as the Abel integral equation). Regularization parameters may allow for local regularization, providing more or less smoothing at different places in the domain. We make comparisons between this method and Tikhonov regularization in discretizations.