Representation Learning via Cauchy Convolutional Sparse Coding

Perla Mayo, Oktay Karakuş, Robin Holmes +1

In representation learning, Convolutional Sparse Coding (CSC) enables unsupervised learning of features by jointly optimising both an \(\ell_2\)-norm fidelity term and a sparsity e…