Hi Evan! This post is focused on empirical ML approaches, as is PAIS overall. Certainly there is theoretical work that touches on many of the areas, but covering it all isn’t within the scope of this (it’s already pretty long).
The forthcoming paper mentioned (from Burns, Ye, Klein, and Steinhardt) could be viewed as an empirical attempt to do something similar to ELK.
Hi Evan! This post is focused on empirical ML approaches, as is PAIS overall. Certainly there is theoretical work that touches on many of the areas, but covering it all isn’t within the scope of this (it’s already pretty long).
The forthcoming paper mentioned (from Burns, Ye, Klein, and Steinhardt) could be viewed as an empirical attempt to do something similar to ELK.