Improving Simulation Regression Efficiency using a Machine Learning-based Method in Design Verification.
Deepak Narayan GaddeSebastian SimonDjones LettninThomas ZillerPublished in: CoRR (2024)
Keyphrases
- machine learning
- detection method
- high efficiency
- support vector machine
- computational complexity
- cost function
- high accuracy
- clustering method
- learning algorithm
- linear regression
- machine learning methods
- high precision
- mathematical model
- segmentation method
- model selection
- feature set
- dynamic programming
- pairwise
- preprocessing
- case study
- experimental evaluation
- computational efficiency
- similarity measure
- statistical methods
- image segmentation
- support vector regression
- regression analysis
- dynamic characteristics