The 2022 Women and Mathematics (WAM) program took place from May 21–27, bringing together 40 students, educators, and researchers from universities around the world to participate in a series of lectures, problem sessions, research seminars, and special talks around the theme “The Mathematics of Machine Learning.” The program returned to campus for the first time since 2019 after being postponed in 2020 and held remotely in 2021.