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ENTITY Iterative Erasure Count Is Not an Affine-Invariant Concept Dimension

Iterative Erasure Count Is Not an Affine-Invariant Concept Dimension

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  1. RESEARCH · CL_195827 ·

    Neural network concept dimension measurement questioned in new paper

    A new paper explores the concept of "concept dimension" in neural representations, questioning common methods of measurement. Researchers demonstrate that iterative erasure counts, often used to quantify how many direct…