Bridging Structured Knowledge and Data: A Unified Framework with Finance Applications

Yi Cao, Zexun Chen, Lin William Cong +1

We develop Structured-Knowledge-Informed Neural Networks (SKINNs), a unified estimation framework that embeds theoretical, simulated, previously learned, or cross-domain insights a…