PAD: A Robustness Enhancement Ensemble Method via Promoting Attention Diversity.
Yuting YangPei HuangFeifei MaJuan CaoJintao LiPublished in: LREC/COLING (2024)
Keyphrases
- ensemble methods
- classifier ensemble
- bootstrap sampling
- decision trees
- prediction accuracy
- random forest
- ensemble members
- rotation forest
- random forests
- benchmark datasets
- machine learning methods
- ensemble feature selection
- base classifiers
- ensemble learning
- generalization ability
- drifting concepts
- base learners
- multilabel classification
- image processing
- data sets
- subspace methods
- ensemble classifier
- feature subset
- feature extraction