Nonparametric Testing Under Randomized Sketching

Keyphrases

• Random Sketching 100%
• Random Projection 100%
• Nonparametric Testing 100%
• Computationally Efficient 50%
• Computational Complexity 50%
• Test Statistic 50%
• Testing Procedures 50%
• Eigenvalues 50%
• Distance-based 50%
• Minimum number 50%
• Common Challenges 50%
• Without Prior Knowledge 50%
• Real-time Data Analysis 50%
• Nonparametric Inference 50%
• Kernel Ridge Regression 50%
• Simulation Data Analysis 50%
• Projection Strategies 50%
• Minimax Rate 50%
• Adaptive Testing 50%
• Empirical Kernel 50%

Mathematics

• Test Statistic 100%
• Eigenvalue 100%
• Optimality 100%
• Upper Bound 100%
• Real Data 100%
• Minimax 100%
• Testing Procedure 100%
• Nonparametric Inference 100%
• Ridge Regression 100%