Reducing evaluation cost for circuit synthesis using active learning

Keyphrases

• Active Learning 100%
• Circuit Synthesis 100%
• Evaluation Costs 100%
• Predictive Models 42%
• Synthesis Problem 42%
• Active Learning Strategies 28%
• Learning Design 14%
• Computationally Expensive 14%
• Architectural Design 14%
• Model Accuracy 14%
• Promising Strategies 14%
• Design Space 14%
• Genetic Algorithm 14%
• Solution Approach 14%
• Effective Design 14%
• Design Problems 14%
• Engineering Design 14%
• Complete Data 14%
• Training Samples 14%
• Random Forest 14%
• Supervised Machine Learning 14%
• Labeling Problem 14%
• Sequence Labeling 14%
• Ensemble Methods 14%
• Cost Simulation 14%
• System Architecture Design 14%
• Design Search 14%
• Candidate Evaluation 14%
• Structured Output 14%
• Semi-supervised Machine Learning 14%
• Efficient Enumeration 14%
• Enumeration Strategy 14%
• Query Strategy 14%

Computer Science

• Active Learning 100%
• Predictive Model 33%
• Synthesis Problem 33%
• Architecture Design 22%
• Candidate Architecture 22%
• Case Study 11%
• Design Problem 11%
• System Architectures 11%
• Genetic Algorithm 11%
• Machine Learning Technique 11%
• Random Decision Forest 11%
• Training Sample 11%
• Model Accuracy 11%
• Ensemble Method 11%
• Data Architecture 11%