Three Men in a Boat, by Jerome K. Jerome
I consider this timeless humour, because it gets me to laugh out loud in public. People get startled by this. Also, I read episodes from the book to my 7 year old, who loves it. Occasionally, I need to explain a very dry joke, but some I leave for him to discover later.