Targeted Recovery of Weight-Space Mechanisms From Neural Networks

Antoine Vigouroux, Lee Sharkey

Parameter decomposition (PD) decomposes neural networks into interpretable computational components that faithfully reflect the original network's operations. However, scaling PD t…