That turns out to be a fairly rare and extreme step, taken either for ideological reasons (like Depardieu) or because they're actually foreigners who have minimal ties to the country otherwise (like Saverin, who you mentioned - he was born in Brazil, and was living in Singapore for years before renouncing his US citizenship). Generally people with that much money won't give up their homeland to save on their tax bill.