Double-descent curves in neural networks: a new perspective using Gaussian processes

Ouns El Harzli, Bernardo Cuenca Grau, Guillermo Valle-Pérez +1

Double-descent curves in neural networks describe the phenomenon that the generalisation error initially descends with increasing parameters, then grows after reaching an optimal n…