Equal opportunity in online classification with partial feedback

Keyphrases

• Partial Feedback 100%
• Online Classification 100%
• Classification Problem 100%
• Equal Opportunities 100%
• Recidivism 50%
• Underlying Distribution 50%
• Oracle 50%
• False Positive Rate 50%
• One-at-a-time 50%
• False Negative Rate 50%
• Recidivism Prediction 50%
• Criminal Recidivism 50%
• Unknown Distribution 50%
• Fairness Constraints 50%
• Lending 50%
• Regret Rate 50%
• Loan Repayment 50%

Mathematics

• Classification Problem 100%
• Upper Bound 50%
• Underlying Distribution 50%
• Lower and upper bounds 50%
• False Positive Rate 50%
• False Negative Rate 50%