TopoFE: topology-aware LLM-guided Automated Feature Engineering

Sha Li, Naren Ramakrishnan

Automatic feature engineering (AutoFE) for tabular learning can be naturally formulated as a program synthesis problem, where the objective is to discover predictive feature transf…