Pruning neural networks for inductive conformal prediction

Keyphrases

• Compress 25%
• Computational Cost 50%
• Conformal Prediction 50%
• Conformal Predictors 100%
• Continual Learning 25%
• Healthcare 25%
• Inductive Conformal Prediction 100%
• Learning Techniques 25%
• Model Size 25%
• Neural Network 50%
• Neural Network Architecture 25%
• Neural Network Pruning 50%
• Overparameterized Neural Networks 25%
• Performance Prediction 25%
• Prediction Framework 25%
• Prediction Sets 25%
• Predictive Efficiency 25%
• Pruning 50%
• Pruning Networks 100%
• Pruning Strategy 75%
• Redundant Parameters 25%
• Reliability Prediction 25%
• Safety-critical Applications 25%

Computer Science

• Computational Cost 25%
• Conformal Prediction 100%
• Conformal Predictor 62%
• Critical Application 12%
• Learning Technique 12%
• Neural Network 100%
• Neural Network Architecture 12%
• Prediction Framework 12%
• Predictive Performance 12%