Improved Algorithms for Neural Active Learning

Keyphrases

• Active Learning 100%
• Improved Algorithm 100%
• Empirical Performance 100%
• Classification Problem 100%
• Regret 100%
• Neural Network 50%
• Performance Guarantee 50%
• Theoretical Performance 50%
• Nonparametric 50%
• Decision Maker 50%
• Design-led 50%
• Multiplicative Factors 50%
• Full Feedback 50%
• Population Loss 50%
• Margin Setting 50%
• Class Classification 50%
• Active Learning Algorithm 50%
• Bayes Optimal Classifier 50%
• Hard Margin 50%

Computer Science

• Active Learning 100%
• Classification Problem 100%
• Performance Guarantee 50%
• Neural Network 50%
• And-States 50%
• Learning Algorithm 50%
• Decision Maker 50%
• Optimal Classifier 50%
• Multiplicative Factor 50%
• Based Active Learning 50%
• Class Classification 50%