Ruiyao Miao

Beyond Black Boxes: An Energy-Based Unified Framework for Interpretable Stock Selection

The proposed PRIME (Potential Robust Integrated Macro Energy), a framework that grounds return generation and tail-risk control in energy-based modeling and game theory from a momentum perspective, achieves approximately 10% improvement over state-of-the-art baselines with theoretical guarantees on convergence and rank...