Two new approaches to compressed sensing exhibiting both robust sparse recovery and the grouping effect

Keyphrases

• Compressed Sensing 100%
• Group Effect 100%
• Robust Sparse Recovery 100%
• Elastic Net 83%
• Least Absolute Shrinkage and Selection Operator (LASSO) 50%
• 2-norm 33%
• L1-norm 33%
• Measurement Matrix 33%
• Regularizer 33%
• Design Matrix 33%
• Convex Combination 33%
• Comparable Worth 33%
• Sparse Group Lasso 33%
• Formulation Optimization 16%
• Sparse Vector 16%
• Simple Modification 16%
• Sparse Regression 16%
• Robust Recovery 16%

Engineering

• Compressed Sensing 100%
• Measurement Matrix 66%
• Design Matrix 66%

Mathematics

• Elastic Net 100%
• Convex Combination 40%
• Design Matrix 40%
• Simple Modification 20%