Hi, the author here. Thank you for your comment.

My goal with the paper was not to present weight averaging as a novel approach; rather, to study the empirical convergence speed-ups in more detail.

Please have a look at the related work section where I discuss previous works using weight averaging, and feel free to let me know if I missed one that focuses on speedups.