Minimality Interpretability

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2025 Jan 28 14:2

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2025 Jan 28 14:3

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The decomposition should use as few components as possible to replicate the network’s behavior on its training distribution

Interpretability in Parameter Space: Minimizing Mechanistic...

Mechanistic interpretability aims to understand the internal mechanisms learned by neural networks. Despite recent progress toward this goal, it remains unclear how best to decompose neural...

https://publications.apolloresearch.ai/apd

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