366 citations · 1.8k across the 46 of their papers we have counts for
Showing 2011 · cs.ITShow all
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cs.IT2011★ 9 cited
Robust Sparse Analysis Regularization
Samuel Vaiter, Gabriel Peyré, Charles Dossal +1
This paper investigates the theoretical guarantees of L1-analysis regularization when solving linear inverse problems. Most of previous works in the literature have mainly focused…
cs.IT2011★ 2 cited
Sharp Support Recovery from Noisy Random Measurements by L1 minimization
Charles Dossal, Marie-Line Chabanol, Gabriel Peyré +1
In this paper, we investigate the theoretical guarantees of penalized $\lun$ minimization (also called Basis Pursuit Denoising or Lasso) in terms of sparsity pattern recovery (supp…