Lookahead Placement Optimization with Cell Library-based Pin Accessibility Prediction via Active Learning.
Tao-Chun YuShao-Yun FangHsien-Shih ChiuKai-Shun HuPhilip Hui-Yuh TaiCindy Chin-Fang ShenHenry ShengPublished in: ISPD (2020)
Keyphrases
- active learning
- prediction accuracy
- optimal placement
- optimization algorithm
- optimization process
- constrained optimization
- optimization method
- global optimization
- multi class
- prediction algorithm
- prediction model
- prediction error
- random sampling
- imbalanced data classification
- neural network
- parameter optimization
- optimization methods
- learning strategies
- training examples
- feature selection
- learning algorithm