The 24th International Conference on Artificial Intelligence and Statistics will be held virtually from Tuesday, 13 April 2021 to Thursday, 15 April 2021. Since its inception in 1985, AISTATS has been an interdisciplinary gathering of researchers at the intersection of artificial intelligence, machine learning, statistics, and related areas.