Functions with average smoothness: structure, algorithms, and learning

Keyphrases

• Class Function 100%
• Lipschitz Constant 100%
• Structure Learning 100%
• Local Slope 100%
• Structure Algorithm 100%
• High Probability 50%
• Metric Space 50%
• Complexity Measures 50%
• Analytic Structure 50%
• Real-valued Functions 50%
• Whole Space 50%
• Combinatorial Structure 50%
• Generalization Bounds 50%
• Regularizer 50%
• Nonsmooth Analysis 50%
• Empirical Covering number 50%
• Function Complexity 50%

Mathematics

• Lipschitz Constant 100%
• Probability Theory 50%
• Metric Space 50%
• Random Sample 50%
• Real Valued Function 50%
• Covering Number 50%