Utilizing second order information in minibatch stochastic variance reduced proximal iterations

Keyphrases

• Fast Convergence 100%
• Stochastic Variance 100%
• Second-order Information 100%
• Proximal Iteration 100%
• Acceleration Techniques 50%
• State-of-the-art Techniques 50%
• First-order 50%
• Variance Reduction 50%
• Linear Predictor 50%
• Empirical Risk Minimization 50%
• Iteration Complexity 50%
• Stochastic Optimization Methods 50%
• High-order Information 50%

Computer Science

• Fast Convergence 100%
• Second Order Information 100%
• Stochastic Optimization 50%
• Variance Reduction 50%
• Linear Predictor 50%
• Risk Minimization 50%
• Order Information 50%

Mathematics

• Stochastics 100%
• Variance 100%
• Variance Reduction 50%
• Linear Predictor 50%
• Empirical Risk Minimization 50%