Bridging the Gap Between Layout Pattern Sampling and Hotspot Detection via Batch Active Learning.
Haoyu YangShuhe LiCyrus TaberyBingqing LinBei YuPublished in: CoRR (2018)
Keyphrases
- active learning
- random sampling
- batch mode
- learning strategies
- semi supervised
- pattern detection
- detection method
- pattern matching
- detection algorithm
- detection accuracy
- sampling strategies
- object detection
- selective sampling
- false alarms
- sampling methods
- automatic detection
- active sampling
- false positives
- sampling algorithm
- learning algorithm
- training examples
- labeled data
- learning process
- decision trees