A novel Deep Learning approach for one-step Conformal Prediction approximation

Computer Science

• Learning Approach 100%
• Approximation (Algorithm) 100%
• Deep Learning 100%
• Conformal Prediction 100%
• Direct Relationship 12%
• Real-World Problem 12%
• Multiclass Classification 12%
• Multi Class Classification 12%
• Deep Learning Model 12%
• Prediction Framework 12%

Keyphrases

• Deep Learning Methods 100%
• Conformal Prediction 100%
• Loss Function 12%
• Real-world Problems 12%
• Error Rate 12%
• Maximum Absolute Errors 12%
• High-risk Areas 12%
• Large-scale Dataset 12%
• Prediction Approach 12%
• Training Time Reduction 12%
• Prediction Framework 12%
• Deep Learning Model 12%
• Novel Loss Function 12%
• Predictive Efficiency 12%
• MNIST 12%
• Multi-class Classification 12%
• Output Distribution 12%
• Deep Learning Prediction 12%