LASSO

Sparse Matrices and Compressed Sensing -- Less Is More

Sparsity is everywhere: JPEG photos, MRI scans, genomic data. Compressed sensing exploits this to recover signals from far fewer measurements than traditional theory requires. This chapter covers L1 regularization, …