Reliable prediction intervals with directly optimized inductive conformal regression for deep learning

Keyphrases

• Benchmark Experiment 10%
• Deep Learning 100%
• Deep Learning Regression 10%
• Deep Neural Network Structure 10%
• Image Data 10%
• Inductive Conformal Prediction 20%
• Interval Width 10%
• Loss Function 10%
• Neural Network 10%
• Optimization Scheme 10%
• Prediction Interval 100%
• Prediction Quality 20%
• Quality Prediction 10%
• Regression Problem 10%
• Reliability Prediction 100%
• Tabular Data 10%
• Validity Conditions 10%

Computer Science

• Conformal Predictor 20%
• Deep Learning 100%
• Deep Neural Network 10%
• Neural Network 10%
• Neural Network Architecture 10%
• Prediction Interval 100%
• Regression Problem 10%