Rates of Convergence of Nearest Neighbor Estimation Under Arbitrary Sampling

Mathematics

• Asymptotics 25%
• Bayes Risk 25%
• Bounded Subset 50%
• Conditionals 25%
• Consistency Result 25%
• Convergence Rate 100%
• Covering Number 75%
• Main Result 25%
• Nearest Neighbor 100%
• Random Process 25%
• Separable Metric Space 50%
• Time Average 50%
• Underlying Space 50%
• Upper Bound 50%

Keyphrases

• Arbitrary Sampling 100%
• Bayes Risk 16%
• Bounded Subset 33%
• Consistency Results 16%
• Convergence Rate 100%
• Covering number 50%
• Distributed Sampling 33%
• Finite Sample 33%
• Identically Distributed 50%
• Matching Rate 16%
• Nearest Neighbor 16%
• Nearest Neighbor Estimation 100%
• Proof Techniques 16%
• Random Process 16%
• Sampling Problems 16%
• Separable Metric Space 33%