The role of sparsity and dynamics in extracting information sparsely encoded in very large data sets

Keyphrases

• Sparsity 100%
• Extracting Information 100%
• Very Large Datasets 100%
• Convex Optimization 50%
• Exponential Growth 50%
• Systems Theory 50%
• Computationally Efficient Algorithms 50%
• Actionable Information 50%
• Tutorial Paper 50%
• First-order Methods 50%

Computer Science

• Large Data Set 100%
• Sparsity 100%
• Extracting Information 100%
• Convex Optimization 50%
• Efficient Algorithm 50%
• Exponential Growth 50%
• Full Advantage 50%

Engineering

• Sparsity 100%
• Illustrates 50%
• Exponential Growth 50%