no code implementations • 10 Oct 2023 • Chris MacLeod, Evgenia Nitishinskaya, Buck Shlegeris
We review the cumulant decomposition (a way of decomposing the expectation of a product of random variables (e. g. $\mathbb{E}[XYZ]$) into a sum of terms corresponding to partitions of these variables.)
1 code implementation • 12 Apr 2023 • Nicholas Goldowsky-Dill, Chris MacLeod, Lucas Sato, Aryaman Arora
Localizing behaviors of neural networks to a subset of the network's components or a subset of interactions between components is a natural first step towards analyzing network mechanisms and possible failure modes.
