Gradient Boosting Forest: a Two-Stage Ensemble Method Enabling Federated Learning of GBDTs

Feng Wang, Jinxiang Ou, Hairong Lv. Gradient Boosting Forest: a Two-Stage Ensemble Method Enabling Federated Learning of GBDTs. In Teddy Mantoro, Minho Lee 0001, Media Anugerah Ayu, Kok Wai Wong, Achmad Nizar Hidayanto, editors, Neural Information Processing - 28th International Conference, ICONIP 2021, Sanur, Bali, Indonesia, December 8-12, 2021, Proceedings, Part II. Volume 13109 of Lecture Notes in Computer Science, pages 75-86, Springer, 2021. [doi]

Abstract

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