method
active
method:dev-set-whitening-and-z-scoring-protocolDev-Set Whitening and Z-Scoring Protocol
Preprocessing pipeline for standardizing ρd, dr, and S across layers/models using dev-set covariance
Neighborhood — ranked by edge-count
Methods (3)
method
- whitening and z-scoring procedurerelated_toCalibration protocol: whiten embeddings on dev pool, z-score ρd and dr per layer.
- whitening and z-scoring protocolrelated_toStandardization of ρd, dr, and log k on dev set for computing S.
- Quantitative study correlating layer-wise anchoring geometry (S_max, AUS_N) with behavioral thresholds θ50
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- Standardization of ρd and dr components using development-set mean and standard deviation.
- Standardizing ρd and dr using dev-set means and stds to form dimensionless components of S.
- Preprocessing step using dev-set covariance to standardize span embeddings before computing S
- A morphogenetic sequence for direct architect management of tilework, incorporating the fifteen transformations into design and laying steps.
- Preprocessing step that uses dev-set covariance to standardize embedding scales before computing ρd and dr.
- Per-(emotion, token) z-score computed as injected emotion activation minus mean of 170 other probes, contrasted against no-steering baseline