Estimating stochastic linear combination of non-linear regressions efficiently and scalably

Keyphrases

• Linear Combination 100%
• Nonlinear Regression 100%
• Estimation Error 75%
• High Probability 50%
• Norm Estimates 50%
• Output Vector 50%
• Sub-Gaussian 50%
• Stein's Lemma 50%
• Statistical Model 25%
• Sample number 25%
• Sampling Algorithm 25%
• Non-convexity 25%
• Multivariate Gaussian 25%
• 2-norm 25%
• Machine Learning Models 25%
• Extra Assumption 25%
• Work Study 25%
• Varying Coefficient 25%
• Single Index 25%
• Multi-index 25%
• Index Model 25%
• Link Function 25%
• Zero Bias Transformation 25%
• Model Layer 25%
• Two-layer Neural Network 25%

Mathematics

• Linear Combination 100%
• Gaussian Distribution 100%
• Stochastics 100%
• Nonlinear Regression 100%
• Nonlinear Regression Model 50%
• Multi-Index 25%
• Subsample 25%
• Number 25%
• Model Index 25%
• Neural Network 25%