Feature representation biases in trained models can distort PCA, regression, RSA, and model-brain comparisons, so representational analyses may not reveal all of a system's computations.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
q-bio.NC 1years
2025 1verdicts
ACCEPT 1representative citing papers
citing papers explorer
-
Representation biases: will we achieve complete understanding by analyzing representations?
Feature representation biases in trained models can distort PCA, regression, RSA, and model-brain comparisons, so representational analyses may not reveal all of a system's computations.