Deep Learning in Characteristics-Sorted Factor Models

Guanhao Feng, Jingyu He, Nicholas G. Polson +1

This paper presents an augmented deep factor model that generates latent factors for cross-sectional asset pricing. The conventional security sorting on firm characteristics for co…