Transfer learning via random forests: A one-shot federated approach.
Pengcheng XiangLing ZhouLu TangPublished in: Comput. Stat. Data Anal. (2024)
Keyphrases
- random forests
- transfer learning
- machine learning algorithms
- random forest
- learning tasks
- decision trees
- machine learning
- logistic regression
- knowledge transfer
- learning algorithm
- reinforcement learning
- cross domain
- active learning
- ensemble methods
- text classification
- transfer knowledge
- decision tree ensembles
- semi supervised learning
- labeled data
- multi task
- text categorization
- collaborative filtering
- machine learning methods
- data sources
- neural network
- markov random field
- knn
- knowledge discovery
- feature space
- natural language
- support vector
- feature selection