Variational Garrote for Sparse Inverse Problems

Kanghun Lee, Hyungjoon Soh, Junghyo Jo

Sparse regularization plays a central role in solving inverse problems arising from incomplete or corrupted measurements. Different regularizers correspond to different prior assum…