The Worst-Case Data-Generating Probability Measure in Statistical Learning

Computer Science

• Probability Measure 100%
• Machine Learning Algorithm 50%
• Relative Entropy 33%
• Generalization Error 33%
• Optimization Problem 16%
• Regularization 16%
• Mutual Information 16%
• closed-form expression 16%
• Constant Factor 16%
• Unique Solution 16%

Keyphrases

• Sets of Probability Measures 20%
• Fixed Model 20%

Mathematics

• Fixed Model 16%