The locations seem like gimmicks to me quite a lot of times, and I don't mean ICLR conferences specifically. This time it happens to be politically motivated. At other times, it seems like they are picking exotic locations (Hawaii, Bahamas, etc.) because they know their university or company is going to fund it.