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cs.LG2023★ 1 cited
Instilling Inductive Biases with Subnetworks
Enyan Zhang, Michael A. Lepori, Ellie Pavlick
Despite the recent success of artificial neural networks on a variety of tasks, we have little knowledge or control over the exact solutions these models implement. Instilling indu…
cs.LG2023★ 1 cited
NeuroSurgeon: A Toolkit for Subnetwork Analysis
Michael A. Lepori, Ellie Pavlick, Thomas Serre
Despite recent advances in the field of explainability, much remains unknown about the algorithms that neural networks learn to represent. Recent work has attempted to understand t…