Low-rank graphs induce latents that form causal abstractions, with identifiability results and a practical objective enabling unsupervised learning of high-level SCMs from low-level measurements.
What is causal about causal models and representations? arXiv
2 Pith papers cite this work, alongside 1 external citations. Polarity classification is still indexing.
2
Pith papers citing it
1
external citations · external index
years
2026 2verdicts
UNVERDICTED 2representative citing papers
Collective agency arises when a group's joint actions are faithfully captured by a simpler causal model of unified rational behavior.
citing papers explorer
-
Unsupervised Causal Abstractions Discovery
Low-rank graphs induce latents that form causal abstractions, with identifiability results and a practical objective enabling unsupervised learning of high-level SCMs from low-level measurements.
-
Causal Foundations of Collective Agency
Collective agency arises when a group's joint actions are faithfully captured by a simpler causal model of unified rational behavior.