1. A method for rendering an image from a set of k-space data, comprising the steps of: constructing a cost functional based at least in part on said set of k-space data, said cost functional comprising a weighting matrix; iteratively solving for a set of image-space data, wherein said step of iteratively solving comprises the step of minimizing said cost functional; and, rendering said image from said set of image-space data.