Non-exchangeable conformal risk control

Keyphrases

• Black Box 33%
• Conformal Technique 33%
• Data-centric 33%
• Distribution Drift 33%
• Exchangeability 33%
• F1 Score 33%
• False Negative Rate 33%
• Loss Function 33%
• Monotone 33%
• Neural Model 33%
• Nonexchangeable 100%
• Risk Control 100%
• Split Conformal Prediction 33%
• Statistical Guarantees 33%
• Tight Bounds 33%
• Two-line 33%
• Uncertainty Interval 33%
• Uncertainty Set 33%

Mathematics

• Black Box 100%
• Exchangeability 100%
• False Negative Rate 100%
• Loss Function 100%
• Probability Theory 100%
• Real-World Data 100%
• time point η 100%

Computer Science

• Conformal Prediction 100%
• Exchangeability 100%
• False Negative 100%