Learning curves of generic features maps for realistic datasets with a teacher-student model

Bruno Loureiro, Cédric Gerbelot, Hugo Cui +4

Teacher-student models provide a framework in which the typical-case performance of high-dimensional supervised learning can be described in closed form. The assumptions of Gaussia…