While you could get away with "Einshtein", though most folks would think you're pedantic, you really can't for words with less well-known origins. For example most people pronounce "hagiography" with a "hay" sound instead of a "haw" sound, as in Greek ἁγία (hágia). But if you said "hawgiography" people would think you don't know English.