Lower bounds on adversarial robustness from optimal transport

Mathematics

• Transportation Cost 100%
• Optimal Transport 100%
• Optimality 50%
• Neural Network 50%
• Gaussian Distribution 50%
• Cost Function 50%

Computer Science

• Transportation Cost 100%
• Machine Learning 50%
• Classification Performance 50%
• Linear Classifier 50%
• Fundamental Question 50%
• Labeled Example 50%
• Trained Neural Network 50%

Keyphrases

• Adversarial Robustness 100%
• Adversarial Classification 33%
• Fashion-MNIST 33%