Sensitive attribute leakage on WVS 7 (Canada)
-0.31Pearson CorrelationUMAP
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| UMAPEmbedding Dimensions=50, Type=Nonlinear2026.02 | -0.31 | 0.31 | 0 | |
| PCAEmbedding Dimensions=50, Type=Linear2026.02 | -0.25 | 0.22 | 0 | |
| t-SNEEmbedding Dimensions=50, Type=Nonlinear2026.02 | -0.22 | -0.21 | 0 | |
| AEConfiguration=Best from ablations, Bottleneck Dimensions=3, 10, or 222026.02 | 0.33 | 0.34 | 0 | |
| SOMtimeDimension=Z-axis activation2026.02 | 0.75 | 0.85 | — |