PLOT: Progressive Localization via Optimal Transport in Neural Causal Abstraction
PLOT uses optimal transport to find a soft correspondence between abstract variables and neural sites. It fits a coupling between effect signatures derived from interventions, yielding global soft mappings that can be converted into actionable intervention handles. This method progressively localizes abstract variables from broad sites to fine supports efficiently.