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

Partial Counterfactual Identification from Observational and Experimental Data ICML 2022
Neuron Dependency Graphs: A Causal Abstraction of Neural Networks ICML 2022
Matching Learned Causal Effects of Neural Networks with Domain Priors ICML 2022
Personalized Public Policy Analysis in Social Sciences Using Causal-Graphical Normalizing Flows AAAI 2022
Show, Deconfound and Tell: Image Captioning With Causal Inference CVPR 2022
Interventional Contrastive Learning with Meta Semantic Regularizer ICML 2022
Entropic Causal Inference: Graph Identifiability ICML 2022
Causal Inference Through the Structural Causal Marginal Problem ICML 2022
Context-aware Information-theoretic Causal De-biasing for Interactive Sequence Labeling EMNLP 2022
Causality Inspired Representation Learning for Domain Generalization CVPR 2022
Counterfactual inference of second Opinions UAI 2022
Identification in Tree-shaped Linear Structural Causal Models AISTATS 2022
Weakly Supervised Disentangled Generative Causal Representation Learning JMLR 2022
Conditions and Assumptions for Constraint-based Causal Structure Learning JMLR 2022
Evaluating and Mitigating Bias in Image Classifiers: A Causal Perspective Using Counterfactuals WACV 2022
Causal Intervention for Subject-Deconfounded Facial Action Unit Recognition AAAI 2022
Heterogeneous Peer Effects in the Linear Threshold Model AAAI 2022
ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks EMNLP 2022
Conditional Independence Testing with Heteroskedastic Data and Applications to Causal Discovery NIPS 2022
Interventions, Where and How? Experimental Design for Causal Models at Scale NIPS 2022
Disentangling Causal Effects from Sets of Interventions in the Presence of Unobserved Confounders NIPS 2022
Partial Identification of Treatment Effects with Implicit Generative Models NIPS 2022
Counterfactual Temporal Point Processes NIPS 2022
Causes of Effects: Learning Individual Responses from Population Data IJCAI 2022
Info Intervention and its Causal Calculus CLEAR 2022