Iterative Cauchy Thresholding: Regularisation with a heavy-tailed prior

Perla Mayo, Robin Holmes, Alin Achim

In the machine learning era, sparsity continues to attract significant interest due to the benefits it provides to learning models. Algorithms aiming to optimise the \(\ell_0\)- an…