conftrace_

structural causal model

184 papers

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Also known as

SCMS SCM

Co-occurring keywords

causal inference (1630) counterfactual reasoning (230) causal discovery (460) causal intervention (110) backdoor adjustment (34) causal effect (107) spurious correlation (279) causal identification (37) counterfactual inference (47) few-shot learning (3398)

Papers

Integrating Markov processes with structural causal modeling enables counterfactual inference in complex systems NIPS 2019
Neural Network Attributions: A Causal Perspective ICML 2019
Efficient Identification in Linear Structural Causal Models with Instrumental Cutsets NIPS 2019
Causal Calculus in the Presence of Cycles, Latent Confounders and Selection Bias UAI 2019
Beyond Structural Causal Models: Causal Constraints Models UAI 2019
Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models ICML 2019
Sensitivity Analysis of Linear Structural Causal Models ICML 2019
Structural Causal Bandits with Non-Manipulable Variables AAAI 2019
Introduction to Causal Inference JMLR 2010