Class-Wise Denoising for Robust Learning under Label Noise

Keyphrases

• Denoising 100%
• Label Noise 100%
• Class-wise 100%
• Robust Learning 100%
• Centroid 50%
• Classification Performance 33%
• Noisy Labels 33%
• Negative Label 33%
• State-of-the-art Techniques 16%
• Theoretical Properties 16%
• Benchmark Dataset 16%
• Convergence Rate 16%
• Training Set 16%
• Unbiased Risk Estimation 16%
• Training Algorithm 16%
• Loss Function 16%
• Robust Learning Algorithm 16%
• Training Examples 16%
• All-at-once 16%
• Corrupted Labels 16%
• Centroid Measurement 16%
• Risk Estimator 16%
• Optimal Classifier 16%
• Noise Correction 16%

Computer Science

• de-noising 100%
• Classification Performance 40%
• Risk Estimator 40%
• Learning Algorithm 20%
• Convergence Rate 20%
• Local Information 20%
• training algorithm 20%
• Training Example 20%
• Optimal Classifier 20%
• False Negative 20%
• False Positive 20%