Scalable statistical inference for averaged implicit stochastic gradient descent

Mathematics

• Stochastic Gradient 94%
• Gradient Descent 88%
• Statistical Inference 69%
• Streaming Data 24%
• Plug-in Method 22%
• Estimate 19%
• Interval Estimation 16%
• Bootstrap Method 15%
• Update 13%
• Covariance matrix 12%
• Asymptotic Properties 12%
• Entire 12%
• Simulation Study 10%
• Observation 9%
• Alternatives 8%
• Estimator 8%
• Performance 8%

Business & Economics

• Statistical Inference 100%
• Gradient 78%
• Interval Estimation 35%
• Bootstrap Method 30%
• Asymptotic Properties 29%
• Covariance Matrix 26%
• Simulation Study 22%
• Inference 19%
• Estimator 19%
• Alternatives 11%
• Performance 9%