Iterative Erasure Count Is Not an Affine-Invariant Concept Dimension

Tingan Jin, Shuhang Dong, Haosong Li +1

How many directions does a neural representation use to encode a concept? A common answer repeatedly erases probe directions and reports the stopping count or cumulative removed ra…