4 citations · 4 across the 2 of their papers we have counts for
2 papers
math.PR2023
Generalized Wick Decompositions
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. ) into a sum of terms corresponding to partitions…
cs.LG2023★ 4 cited
Localizing Model Behavior with Path Patching
Nicholas Goldowsky-Dill, Chris MacLeod, Lucas Sato +1
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 mec…