Pierre Barbault

Parameter Estimation in Sparse Inverse Problems Using Bernoulli-Gaussian Prior

Sparse coding is now one of the state-of-art approaches for solving inverse problems. In combination with (Fast) Iterative Shrinkage Thresholding Algorithm (ISTA), among other algorithms, one can efficiently get a nice estimator of the sought sparse signal. However, the major drawback of these metho…