Mathematics
Optimality
96%
Minimax
91%
Bayesian
85%
Spline
83%
Deep Neural Network
81%
Ridge Regression
72%
Asymptotics
66%
Regularization
62%
Upper Bound
61%
Stochastics
58%
Probability Theory
57%
Statistical Hypothesis Testing
57%
Nonparametric Inference
56%
Linear Models
56%
Nonparametric Estimation
53%
Hypergraphs
48%
Parametric
48%
Edge
44%
Main Result
43%
Real Data
42%
True Model
41%
Model Selection
37%
Test Statistic
37%
Cross-Validation
36%
Generalized Cross
36%
Tensor
34%
Gaussian Distribution
32%
Functional Data
32%
Testing Procedure
32%
Model Block
32%
Spline Model
32%
Bayesian Inference
32%
Inferential Statistics
32%
Divide and Conquer
32%
Bayesian Variable Selection
32%
Wavelet
32%
Confidence Interval
29%
Convergence Rate
28%
Loss Function
28%
Limiting Distribution
26%
Monte Carlo
25%
Eigenvalue
24%
Empirical Process
24%
Neural Network
23%
Community Detection
23%
Asymptotic Analysis
23%
M-Estimation
21%
Parameter Estimation
21%
Asymptotic Property
20%
Bayesian Model
19%
Keyphrases
Deep Neural Network
100%
Smoothing Spline
77%
Kernel Ridge Regression
61%
Nonparametric Testing
53%
Hypothesis Testing
52%
True Model
48%
Nonparametric Inference
45%
Nonparametric Estimation
45%
Convergence Rate
37%
Model Selection
37%
Subhypergraph
32%
Functional Data
32%
Random Projection
32%
Generalized Cross-validation
32%
Spline Model
32%
Nonparametric
32%
Massive Data
32%
Mean Function
32%
Statistical Inference
32%
Divide-and-conquer
32%
Community Structure
32%
Bayesian Variable Selection
32%
Nonparametric Regression
31%
Posterior Probability
29%
Minimax Optimal
29%
Test Statistic
27%
Statist
26%
Parameter Estimation
26%
Likelihood Ratio
24%
Distributed Algorithms
24%
Statistical Optimality
24%
Non-asymptotic
24%
Loss Function
21%
Asymptotic Properties
21%
Network Architecture
21%
Testing Procedures
21%
Ultrahigh-dimensional
21%
Regression Function
21%
Graph Neural Network
21%
Smoothing Parameter
21%
Regularization Method
21%
Computationally Efficient
21%
Stochastic Gradient Descent
21%
Reproducing Kernel Hilbert Space
21%
Selection Strategy
20%
Optimal Tuning
20%
Simulation Study
20%
Bounded Degree
19%
Community Detection
19%
Machine Learning Techniques
19%
