Accelerating stochastic gradient descent using predictive variance reduction

Keyphrases

• Stochastic Gradient Descent 100%
• Variance Reduction 100%
• Predictive Variance 100%
• Stochastic Dual Coordinate Ascent 66%
• Stochastic Average Gradient 66%
• Popular 33%
• Fast Convergence Rate 33%
• Slow Convergence 33%
• Structured Prediction 33%
• Large-scale Optimization 33%
• Prediction Problems 33%
• Strongly Convex Function 33%
• Neural Network Learning 33%
• Stochastic Variance Reduced Gradient 33%

Mathematics

• Stochastics 100%
• Variance Reduction 100%
• Variance 25%
• Complex Problem 12%
• Convergence Rate 12%
• Neural Network 12%
• Convex Function 12%
• Reduction Method 12%
• Prediction Problem 12%