Decision by Supervised Learning with Deep Ensembles: A Practical Framework for Robust Portfolio Optimization

Juhyeong Kim, Sungyoon Choi, Youngbin Lee +3

We propose Decision by Supervised Learning (DSL), a practical framework for robust portfolio optimization. DSL reframes portfolio construction as a supervised learning problem: mod…