Accelerating Stochastic Composition Optimization

Mathematics

• Optimization 94%
• Gradient 54%
• Proximal Methods 47%
• Gradient Method 39%
• Reinforcement Learning 26%
• Expected Value 18%
• Query 17%
• Update 17%
• Value Function 16%
• Penalty 16%
• Time Scales 16%
• Regularization 15%
• Optimization Problem 12%
• Numerical Experiment 12%
• First-order 12%
• Iteration 11%
• Demonstrate 10%

Engineering & Materials Science

• Gradient methods 100%
• Chemical analysis 80%
• Reinforcement learning 41%
• Experiments 14%