H-Consistency Bounds for Surrogate Loss Minimizers

Keyphrases

• Adversarial Loss 25%
• Convexity 25%
• Distribution Dependence 50%
• Distributional Hypothesis 25%
• Error Bound 50%
• Estimation Error 50%
• Explicit Bounds 50%
• Functional Networks 25%
• Hidden Layer 25%
• Independent Distribution 25%
• Linear Function 25%
• Loss Measurement 25%
• Loss-based 25%
• Measurable Function 25%
• Multiple Choice Questions 25%
• Neural Network 25%
• Surrogate Loss 100%
• Tight 25%

Mathematics

• Distributional Assumption 50%
• Error Bound 100%
• Linear Function 50%
• Measurable Function 50%
• Modulo 50%
• Neural Network 50%
• Supremum 50%