Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control

Keyphrases

• Cost Control 100%
• Prediction Sets 100%
• Synthetic Data 33%
• Healthcare 33%
• Large-scale Application 33%
• Typical Scenario 33%
• Distribution-free 33%
• Prediction Problems 33%
• Strict Control 33%
• Multi-label Classifier 33%
• Comorbid Diseases 33%
• Diagnosis System 33%
• Set-valued Estimation 33%
• Online Update Mechanism 33%
• Multi-label Prediction 33%
• Smart Diagnosis 33%

Computer Science

• Synthetic Datasets 100%
• Update Mechanism 100%