Gradient Boosting Forest: a Two-Stage Ensemble Method Enabling Federated Learning of GBDTs.
Feng WangJinxiang OuHairong LvPublished in: ICONIP (2) (2021)
Keyphrases
- ensemble methods
- gradient boosting
- base learners
- learning algorithm
- inductive learning
- learning problems
- learning tasks
- loss function
- benchmark datasets
- generalization ability
- reinforcement learning
- data mining
- text classification
- supervised learning
- multi class
- image features
- support vector machine
- learning scheme
- genetic algorithm
- machine learning