A little, due to increased ripple. The minimum peak voltage (dropout) also drops, which eventually leads to ripple passing through the regulator. Not to mention capacitance usually falls at the same time ESR rises, making things that much worse.
I think there's a small amount of runaway, in that, as a cap dries out, its ESR rises, making it hotter, making it dry out faster...
Tim