AutoPhase: Juggling HLS Phase Orderings in Random Forests with Deep Reinforcement Learning.
Ameer Haj-AliQijing (Jenny) HuangWilliam S. MosesJohn XiangKrste AsanovicJohn WawrzynekIon StoicaPublished in: MLSys (2020)
Keyphrases
- random forests
- reinforcement learning
- random forest
- decision trees
- logistic regression
- machine learning algorithms
- ensemble methods
- randomized trees
- function approximation
- state space
- tree ensembles
- decision tree ensembles
- learning algorithm
- regression trees
- prediction accuracy
- supervised learning
- information extraction
- head pose estimation