Optimal learners for multiclass problems

Keyphrases

• Empirical Risk Minimization 100%
• Sample Complexity 100%
• Multi-class Problem 100%
• Multi-class 66%
• Popular 33%
• Statistical Learning 33%
• Learning Rule 33%
• Learning State 33%
• Computationally Efficient 33%
• Linear Classifier 33%
• Fundamental Theorem 33%
• How to Learn 33%
• Binary Classification 33%
• Multi-class Prediction 33%
• Optimal Sample Complexity 33%
• Output Hypothesis 33%

Computer Science

• Risk Minimization 100%
• Multiclass Problem 100%
• Linear Classifier 33%
• Fundamental Question 33%
• Classification Problem 33%
• Binary Classification 33%
• Fundamental Theorem 33%
• Learning State 33%

Mathematics

• Empirical Risk Minimization 100%
• Learning Rule 33%
• Open Question 33%
• Classification Problem 33%
• Fundamental Theorem 33%
• Binary Classification 33%