Efficient Agnostic Learning with Average Smoothness

Keyphrases

• Uniform Convergence 100%
• Agnostic 100%
• Agnostic Learning 100%
• Computationally Efficient 66%
• Learning Algorithm 66%
• Smooth Function 66%
• Distribution-free 66%
• Convergence Bounds 66%
• Sample Complexity 33%
• Tight 33%
• Transfer Function 33%
• Underlying Distribution 33%
• Intrinsic Geometry 33%
• Totally Bounded Metric Space 33%
• Class Function 33%
• Smoothness Class 33%
• Nonparametric Regression 33%
• Bracketing Entropy 33%

Mathematics

• Uniform Convergence 100%
• Smooth Function 66%
• Metric Space 33%
• Convergence Rate 33%
• Underlying Distribution 33%
• Arbitrary Unknown 33%
• Intrinsic Geometry 33%