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awesome-causal-inference
Reading list for research topics in causal inference.
https://github.com/tangxiangru/awesome-causal-inference
- Causally Denoise Word Embeddings Using Half-Sibling Regression
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- CoCoX: Generating Conceptual and Counterfactual Explanations via Fault-Lines
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- A Meta-Transfer Objective for Learning to Disentangle Causal Mechanisms
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- Explaining Image Classifiers by Counterfactual Generation
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- \* - cxplain-causal-explanations-for-model-interpretation-under-uncertainty.pdf)
- A Game Theoretic Approach to Class-wise Selective Rationalization - a-game-theoretic-approach-to-class-wise-selective-rationalization.pdf)
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- Counterfactual Visual Explanations
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- Repairing without Retraining: Avoiding Disparate Impact with Counterfactual Distributions
- Validating Causal Inference Models via Influence Functions
- Open Set Learning with Counterfactual Images
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