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conftrace_

structural causal model

231 papers

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Also known as

SCMS SCM

Co-occurring keywords · papers mentioning both

causal inference (134) counterfactual reasoning (31) causal discovery (31) causal intervention (14) counterfactual inference (13) causal effect (13) spurious correlation (10) backdoor adjustment (10) causal identification (9) causal abstraction (8)

Papers

Integrating Markov processes with structural causal modeling enables counterfactual inference in complex systems NeurIPS 2019 Neural Network Attributions: A Causal Perspective ICML 2019 Sensitivity Analysis of Linear Structural Causal Models ICML 2019 Structural Causal Bandits with Non-Manipulable Variables AAAI 2019 Woulda, Coulda, Shoulda: Counterfactually-Guided Policy Search ICLR 2019 Introduction to Causal Inference JMLR 2010