After studying at the École normale supérieure (Paris), Reynaud-Bouret earned a master's degree in 1999 through Paris-Sud University. She continued there for a doctorate in 2002, with the dissertation Estimation adaptative de l'intensité de certains processus ponctuels par sélection de modèle supervised by Pascal Massart.
