A Unified Framework for Knowledge Intensive Gradient Boosting: Leveraging Human Experts for Noisy Sparse Domains.
Harsha KokelPhillip OdomShuo YangSriraam NatarajanPublished in: AAAI (2020)
Keyphrases
- human experts
- knowledge intensive
- gradient boosting
- knowledge acquisition
- domain experts
- loss function
- relational domains
- real world
- human resources
- post processing
- classification rules
- preprocessing
- knowledge management
- high dimensional
- knowledge base
- machine learning
- software development
- relational data
- law enforcement
- data mining
- e learning
- domain specific
- expert systems
- reinforcement learning