Auditing: Active learning with outcome-dependent query costs

Keyphrases

• Active Learning 100%
• Query Cost 100%
• Negative Label 100%
• Motivation 50%
• Rectangle 50%
• Learning Settings 50%
• Relative Error 50%
• Fraud Detection 50%
• Binary Classification 50%
• Unlabeled Data 50%
• Simple Assumptions 50%
• Competitive Approach 50%
• Label Complexity 50%
• Auditing Algorithms 50%

Computer Science

• Relative Error 100%
• Fraud Detection 100%
• Binary Classification 100%
• Unlabeled Data 100%
• Active Learning 100%

Mathematics

• Relative Error 100%
• Binary Classification 100%
• Simple Hypothesis 100%
• Fraud Detection 100%