To achieve the intended objective, the initial step involves the utilization of the distorted Born iterative technique, employing a suitable initial guess, and a proper generalized Tikhonov ...

Here, several values of q are investigated in inverse problems, using q < 1 and q > 1. Two standard regularization techniques are recovered for special q-values: (i) q = 2 is the well known Tikhonov ...

In this paper, we propose a novel SSDA learning framework called semantic regularization learning (SERL), which captures the target semantic information from multiple perspectives of regularization ...