Fairness-aware training of face attribute classifiers via adversarial robustness

Keyphrases

• Demographic Groups 100%
• Attribute Selected Classifier 100%
• Fairness-aware 100%
• Adversarial Robustness 100%
• Face Attributes 100%
• Training Samples 66%
• Individual Training 33%
• Training Set 16%
• Training Process 16%
• Face Recognition 16%
• Overfitting 16%
• Deep Learning Model 16%
• Training Objectives 16%
• Deep Model 16%
• Training Data Distribution 16%
• Training Loss 16%
• CelebA Dataset 16%
• Face Attribute Recognition 16%
• Fairness Algorithm 16%
• Fairness Awareness 16%
• Discriminative Performance 16%
• Biased Classifier 16%

Computer Science

• Demographic Group 100%
• Training Sample 66%
• Research Community 16%
• Experimental Result 16%
• Training Process 16%
• Data Distribution 16%
• Training Data 16%
• Face Recognition 16%
• Sensitive Application 16%
• Deep Learning Model 16%
• Training Objective 16%
• Algorithm Fairness 16%