@ARTICLE{6994869, author={M. Tan and I. W. Tsang and L. Wang}, journal={IEEE Transactions on Signal Processing}, title={Matching Pursuit LASSO Part I: Sparse Recovery Over Big Dictionary}, year={2015}, volume={63}, number={3}, pages={727-741}, keywords={compressed sensing;greedy algorithms;linear programming;matching pursuit LASSO;large-scale sparse recovery;Big Dictionary;greedy methods;ℓ1-norm regularization;robust signal recovery;quadratically constrained linear program formulation;compressive sensing;Matching pursuit algorithms;Signal processing algorithms;Dictionaries;Convergence;Algorithm design and analysis;Indexes;Quantum cascade lasers;Sparse recovery;compressive sensing;LASSO;matching pursuit;big dictionary;convex programming}, doi={10.1109/TSP.2014.2385036}, ISSN={1053-587X}, month={Feb},}