From Headlines to Holdings: Deep Learning for Smarter Portfolio Decisions

Yun Lin, Jiawei Lou, Jinghe Zhang

Deep learning offers new tools for portfolio optimization. We present an end-to-end framework that directly learns portfolio weights by combining Long Short-Term Memory (LSTM) netw…