Known Unknowns: Learning Novel Concepts Using Reasoning-by-Elimination

Mathematics

• Concept Learning 100%
• Elimination 58%
• Reasoning 56%
• Unknown 38%
• Concepts 31%
• Learning 13%
• Reinforcement Learning 11%
• Supervised Learning 10%
• Module 9%
• Perception 9%
• Framework 8%
• Training 7%
• Vision 7%
• Policy 7%
• Meaning 6%
• Semantics 6%
• Internal 6%
• Evaluate 5%
• Language 5%
• Object 5%
• Context 4%
• Zero 3%
• Model 2%

Engineering & Materials Science

• Supervised learning 21%
• Reinforcement learning 19%
• Labels 16%
• Semantics 13%
• Data storage equipment 12%