ViktoriaMalyasova

I wrote this post during the first part of the SERI MATS winter school, in Vanessa Kosoy's research stream. This is just an explanation of my intended research direction and the motivation behind it, and write down proofs for the statements in Vanessa's comment describing the research direction. The motivation...

This post is written as part of the SERI MATS program. This post explores how model interpretability has changed over time, and if the existing approaches to interpretability are likely to remain viable as the models increase in size and capability. I examine several approaches to interpretability: * simulatability; *...