ExtraFerns: Fully Parallel Ensemble Learning Technique with Random Projection and Non-Greedy yet Minimal Memory Access Training.
Shungo KumazawaKazushi KawamuraThiem Van ChuMasato MotomuraJaehoon YuPublished in: Int. J. Netw. Comput. (2021)
Keyphrases
- ensemble learning
- random projections
- memory access
- shared memory
- generalization ability
- ensemble methods
- feature selection
- dimensionality reduction
- sparse representation
- dimension reduction
- training set
- processing units
- original data
- base classifiers
- parallel computing
- principal component analysis
- training samples
- high dimensionality
- random sampling
- index structure
- low dimensional
- video sequences
- neural network