Progressive, as in, it progresses upward with income. Regressive as in the tax rate regresses (moves downward) with income. It's a descriptive term. Fair is a value judgement, "progression" is a description. While all words and names carry some value judgement I think "progressive and regressive" (as related to the marginal rate) carries less value judgement that ("fair and unfair").