Achieving Minimax Rates in Pool-Based Batch Active Learning

Keyphrases

• Pool-based 100%
• Batch Mode Active Learning 100%
• Minimax Rate 100%
• Oracle 40%
• Greedy Algorithm 20%
• Human Being 20%
• Learning Settings 20%
• Learning Scenario 20%
• Statistical Learning 20%
• Adaptivity 20%
• Batch Size 20%
• Stage-wise 20%
• Statistical Performance 20%
• Excess Risk 20%
• Label Complexity 20%
• Suboptimal Outcome 20%
• Pool-based Active Learning 20%

Economics, Econometrics and Finance

• Lot Size 100%
• Metaheuristics 100%

Computer Science

• Active Learning 100%
• Greedy Algorithm 20%
• Based Active Learning 20%