Statistical inference for model parameters in stochastic gradient descent

Mathematics

• Stochastic Gradient 94%
• Gradient Descent 88%
• Statistical Inference 69%
• Descent Algorithm 36%
• Gradient Algorithm 35%
• Iterate 27%
• Estimator 25%
• Model 23%
• Batch Means 21%
• Plug-in Estimator 20%
• Exact Confidence Interval 19%
• Statistical Estimation 17%
• Hypothesis Test 16%
• Consistent Estimator 16%
• Computational Efficiency 15%
• Loss Function 14%
• Linear regression 14%
• Objective function 11%
• Confidence interval 11%
• Smoothness 11%
• High-dimensional 11%
• Computing 8%

Business & Economics

• Statistical Inference 100%
• Gradient 78%
• Estimator 57%
• Confidence Interval 42%
• Regression Coefficient 34%
• Statistical Estimation 20%
• Loss Function 16%
• Linear Regression 14%
• Batch 14%
• Objective Function 13%
• Hypothesis Test 13%