Sharp Theoretical Analysis for Nonparametric Testing under Random Projection

Keyphrases

• Common Challenges 33%
• Computational Complexity 33%
• Computationally Efficient 33%
• Distance-based 33%
• Eigenvalues 33%
• Empirical Kernel 33%
• Kernel Ridge Regression 33%
• Minimax Optimal 33%
• Minimax Rate 33%
• Minimum number 33%
• Nonparametric Inference 33%
• Nonparametric Testing 100%
• Optimal Estimation 33%
• Projection Strategies 33%
• Random Projection 100%
• Test Statistic 33%

Mathematics

• Eigenvalue 50%
• Minimax 100%
• Nonparametric Inference 50%
• Optimal Estimation 50%
• Optimality 50%
• Ridge Regression 50%
• Test Statistic 50%
• Upper Bound 50%