Transfer learning is a powerful technique in machine learning, allowing models to adapt to new tasks efficiently by leveraging pre-trained knowledge. This approach not only reduces the need for ...

When provided with private firms' financial ratios, the model, which we name signal-knowledge transfer learning model (SKTL), transfers insights gained from 35 thousand publicly-traded firms to more ...