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causal modeling 1graph interventions 1identifiability 1partial observation 1structural causal models 1

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most citedPartially Observed Structural Causal Models

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cs.LG2026★ 1 cited

Partially Observed Structural Causal Models

Turan Orujlu, Jordan Matelsky, Martin V. Butz +2

The paper proposes Partially Observed Structural Causal Models (POSCMs) to extend traditional SCMs for scenarios where upstream contexts jointly determine graph structure and downs…