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Stable Safe Screening and Structured Dictionaries for Faster ℓ1 Regularization.

, and . IEEE Trans. Signal Process., 67 (14): 3756-3769 (2019)

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Brain-Source Imaging: From sparse to tensor models., , , , , and . IEEE Signal Process. Mag., 32 (6): 100-112 (2015)Cyclic pure greedy algorithms for recovering compressively sampled sparse signals., , and . ACSCC, page 1143-1147. IEEE, (2011)A Robust Method to Count and Locate Audio Sources in a Stereophonic Linear Anechoic Mixture., , and . ICASSP (3), page 745-748. IEEE, (2007)A simple test to check the optimality of sparse signal approximations., , and . ICASSP (5), page 717-720. IEEE, (2005)Nonlinear approximation with redundant dictionaries., , and . ICASSP (4), page 261-264. IEEE, (2005)Differentially Private Compressive K-means., , , , , and . ICASSP, page 7933-7937. IEEE, (2019)A performance study of various brain source imaging approaches., , , , , and . ICASSP, page 5869-5873. IEEE, (2014)Self-supervised learning with rotation-invariant kernels., , , , and . CoRR, (2022)Dynamic Screening: Accelerating First-Order Algorithms for the Lasso and Group-Lasso., , , and . CoRR, (2014)Introduction to the Issue on Structured Matrices in Signal and Data Processing., , , , and . IEEE J. Sel. Top. Signal Process., 10 (4): 605-607 (2016)