Gradient-less Federated Gradient Boosting Trees with Learnable Learning Rates

Chenyang Ma, Xinchi Qiu, Daniel J. Beutel +1

The privacy-sensitive nature of decentralized datasets and the robustness of eXtreme Gradient Boosting (XGBoost) on tabular data raise the needs to train XGBoost in the context of…