It's certainly not an approach that I agree with, but some reasonable arguments have been made for such an approach (reasonable in that they deserve serious engagement). The most significant contemporary philosopher in this area, as far as I know, is probably
Alvin Plantinga who has a three volume work on 'warrant' (in the sense of knowledge) in which he tries to show that belief in god can be rational in the absence of empirical evidence. See also
reformed epistemology.
This is the kind of thing I have in mind when I talk about a theist being serious about challenging the notions of 'knowledge'/'warrant'/'justification' as they exist in the scientific framework. I do know a couple theists who can defend their beliefs at this level - which I find very impressive. Unfortunately, my experience suggests that the vast majority of 'the faithful' don't have such reasoned grounding for their faith-driven claims - most often a hodge-podge of such scholarly views which have filtered down to the masses. To be fair though, many atheists also fail to engage at this level.