causal modeling 1graph interventions 1identifiability 1partial observation 1structural causal models 1
From the 1 of 2 linked papers with an AI index.
1 citations · 1 across the 1 of their papers we have counts for
2 papers
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…
q-bio.NC2026
Compiling molecular ultrastructure into neural dynamics
Konrad P. Kording, Anton Arkhipov, Davy Deng +22
High-resolution brain imaging can now capture not just synapse locations but their molecular composition, with the cost of such mapping falling exponentially. Yet such ultrastructu…