Three Research Challenges at the Intersection of Machine Learning, Statistical Induction, and Systems.
Moisés GoldszmidtIra CohenArmando FoxSteve ZhangPublished in: HotOS (2005)
Keyphrases
- machine learning
- current challenges
- learning systems
- explanation based learning
- lessons learned
- pattern recognition
- inductive logic programming
- statistical methods
- complex systems
- intelligent systems
- statistical analysis
- domain theory
- machine learning algorithms
- statistical inference
- open issues
- poses challenges
- enabling technologies
- model selection
- text mining
- computer science
- natural language
- case study
- decision trees
- knowledge base
- computer vision