Nonparametric distributed learning under general designs

Keyphrases

• Nonparametric 100%
• General Design 100%
• Distributed Learning 100%
• Hypothesis Testing 50%
• Regression Problem 50%
• Computational Resources 50%
• Green's Function 50%
• Nonparametric Estimation 50%
• Statistical Optimality 50%
• Distributed Algorithms 50%
• Minimax 50%
• Thin-plate Spline 50%
• Distributed Inference 50%
• Tight Bounds 50%
• Empirical Process 50%
• Spline Regression 50%
• Nonparametric Hypotheses 50%
• Random Design 50%
• Additive Regression 50%
• Equivalent Kernel 50%
• Dimensional Design 50%

Mathematics

• Spline 100%
• Statistical Hypothesis Testing 100%
• Optimality 100%
• Upper Bound 100%
• Nonparametric Estimation 100%
• Numerical Analysis 100%
• Minimax 100%
• Green Function 100%
• Empirical Process 100%
• Thin Plate 100%

Computer Science

• Distributed Learning 100%
• Regression Problem 50%
• Computational Resource 50%
• Distributed Algorithm 50%
• Additive Regression 50%