Active Learning via Predictive Normalized Maximum Likelihood Minimization

Keyphrases

• Accuracy Rate 20%
• Active Learning 100%
• Active Learning Approach 20%
• Binary Classification 20%
• Classification via Regression 20%
• Information Theory 20%
• Informative Data 20%
• Labeled Training Data 20%
• Learning Criteria 60%
• Linear Regression 20%
• Machine Learning System 20%
• Normalized Maximum Likelihood 100%
• Regret 20%
• Sample Complexity 20%
• Specific Task 20%
• Training Set Size 20%
• Unified Framework 20%
• Unified Information 20%
• Universal Source Coding 20%

Mathematics

• Binary Classification 33%
• Data Point 100%
• Linear Regression Analysis 33%
• Minimizes 33%
• Normalised Maximum Likelihood 100%
• Real Data 33%
• Set Size 33%
• Test Set 33%
• Training Data 33%
• Training Set 33%

Computer Science

• Active Learning 100%
• Binary Classification 16%
• Individual Setting 16%
• Learning Approach 16%
• Machine Learning 16%
• Massive Amount 16%
• maximum-likelihood 100%
• Training Data 16%
• Unified Framework 16%