Ruxia Liang

The Ideal Expression Is Not a Local Optimum: A Revisit of EQL with Zero-Point Constraints

Symbolic Regression aims to discover interpretable mathematical expressions from data. Equation Learner (EQL) is a gradient-based method with strong fitting capability and expressive potential, yet it often activates redundant operators as model complexity grows, leading to over-complex expressions …