The Practicality of Stochastic Optimization in Imaging Inverse Problems

Computer Science

• Inverse Problem 100%
• Stochastic Optimization 100%
• Gradient Method 80%
• Large-Scale Optimization 20%
• Application 20%
• Machine Learning 20%
• Gradient Descent 20%
• Standards 20%
• Optimization Technique 20%
• Hessian Matrix 20%
• Variance Reduction 20%
• Algorithms 20%
• Complexity 20%
• Low Correlation 20%

Physics

• Optimization 100%
• Gradients 100%
• Standard 20%
• Algorithms 20%
• Images 20%
• Machine Learning 20%
• Utilization 20%
• Algebra 20%
• Correlation 20%

Mathematics

• Optimization 100%
• Numerical Analysis 20%
• Hessian Matrix 20%
• Converges 20%
• Partition 20%
• Variance Reduction Technique 20%
• Numerical Linear Algebra 20%
• Low Correlation 20%