2 code implementations • 3 May 2018 • Guanhao Feng, Nicholas G. Polson, Jianeng Xu
This paper presents an augmented deep factor model that generates latent factors for cross-sectional asset pricing.
Methodology
1 code implementation • 25 Apr 2018 • Guanhao Feng, Jingyu He, Nicholas G. Polson
Deep learning searches for nonlinear factors for predicting asset returns.
no code implementations • 1 Sep 2017 • Guanhao Feng, Nicholas Polson, Yuexi Wang, Jianeng Xu
Alpha-norm, in contrast to lasso and ridge regularization, jumps to a sparse solution.