Quantification of T2* is relatively time-efficient. However, still the scan times might be too long for the desired resolution. In this work, we demonstrated the ability to accelerate the acquisition by joint reconstruction and parameter estimation for T2* quantification. From retrospectively highly subsampled k-spaces, images and T2* maps were reconstructed directly. It was shown that an acceleration factor of 16 is feasible for T2* mapping.