How do we know that Romantic composers intended for their pieces to be performed using rubato?
1) They indicated it in the score.
2) They most likely didn't–the use of rubato is a twentieth-century invention.
3) It was a tradition carried over from the Classical era.
4) There are old recordings of people who knew the composers or the composers themselves.