NSR-Boost: A Neuro-Symbolic Residual Boosting Framework for Industrial Legacy Models

Ziming Dai, Dabiao Ma, Jinle Tong +5

Although the Gradient Boosted Decision Trees (GBDTs) dominate industrial tabular applications, upgrading legacy models in high-concurrency production environments still faces prohi…