awesome-causal-inference

Reading list for research topics in causal inference.
https://github.com/tangxiangru/awesome-causal-inference

Last synced: 13 days ago
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CVPR 2020
- [pdf
- [pdf
- [pdf
- [pdf
AAAI 2020
- Causally Denoise Word Embeddings Using Half-Sibling Regression
- [pdf
- \* - L.pdf)
- \*
- [pdf
- [pdf
- CoCoX: Generating Conceptual and Counterfactual Explanations via Fault-Lines
- [pdf
- \*
- [pdf
- [pdf
ICLR 2020
- \*
- \*
- \*
- \*
- \*
- A Meta-Transfer Objective for Learning to Disentangle Causal Mechanisms
- \*
ICLR 2020 (rejected)
- \*
- [pdf
FAT* 2020
- [pdf
- [pdf
AAAI 2019
- \*
ACL 2019
- \* - 1161.pdf)
EMNLP 2019
- \*
WWW 2019
- \*
SIGIR 2019
- \*
CIKM 2019
- \*
- \*
IJCAI 2019
- \*
- \*
- \*
CVPR 2019
- \*
CVPR Workshop 2019
- \*
ICLR 2019
- Explaining Image Classifiers by Counterfactual Generation
- \*
- \*
NIPS 2019
- \* - 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)
ICML 2019
- [pdf
- \*
- \*
- Counterfactual Visual Explanations
- \*
- \*
- Repairing without Retraining: Avoiding Disparate Impact with Counterfactual Distributions
- Validating Causal Inference Models via Influence Functions
- [pdf
- [pdf
- [pdf
- \*
ECCV 2018
- Open Set Learning with Counterfactual Images
ICLR 2018
- \*
EMNLP 2017
- \*
Others
- \*
- \*

Categories

ICML 2019 12 AAAI 2020 11 ICLR 2020 8 CVPR 2020 4 ICLR 2019 3 IJCAI 2019 3 Others 2 NIPS 2019 2 ICLR 2020 (rejected) 2 FAT* 2020 2 CIKM 2019 2 ECCV 2018 1 AAAI 2019 1 ACL 2019 1 EMNLP 2019 1 SIGIR 2019 1 WWW 2019 1 EMNLP 2017 1 ICLR 2018 1 CVPR 2019 1 CVPR Workshop 2019 1

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