Which country is the closest to the US but does not touch it?

Little Diomede Island (part of Alaska) is just 2.5 miles away from Big Diomede Island (part of Russia), so the U.S. and Russia are separated by only 2.5 miles. The International Dateline runs between these 2 islands.