Information-theoretic bias reduction via causal view of spurious correlation

S Seo, JY Lee, B Han - Proceedings of the AAAI Conference on …, 2022 - ojs.aaai.org
We propose an information-theoretic bias measurement technique through a causal
interpretation of spurious correlation, which is effective to identify the feature-level …
被引用次数：15 相关文章
[PDF] aaai.org

[PDF][PDF] Information-Theoretic Bias Reduction via Causal View of Spurious Correlation

S Seo, JY Lee, B Han - 2022 - ojs.aaai.org
We propose an information-theoretic bias measurement technique through a causal
interpretation of spurious correlation, which is effective to identify the feature-level …
[PDF] github.io

[PDF][PDF] Information-Theoretic Bias Reduction via Causal View of Spurious Correlation

S Seo, JY Lee, B Han - 2022 - joonyoung-cv.github.io
We propose an information-theoretic bias measurement technique through a causal
interpretation of spurious correlation, which is effective to identify the feature-level …
[PDF] aaai.org

[PDF][PDF] Information-Theoretic Bias Reduction via Causal View of Spurious Correlation

S Seo, JY Lee, B Han - 2022 - cdn.aaai.org
We propose an information-theoretic bias measurement technique through a causal
interpretation of spurious correlation, which is effective to identify the feature-level …

Information-Theoretic Bias Reduction via Causal View of Spurious Correlation

S Seo, JY Lee, B Han - arXiv preprint arXiv:2201.03121, 2022 - arxiv.org
We propose an information-theoretic bias measurement technique through a causal
interpretation of spurious correlation, which is effective to identify the feature-level …

Information-Theoretic Bias Reduction via Causal View of Spurious Correlation

S Seo, JY Lee, B Han - arXiv e-prints, 2022 - ui.adsabs.harvard.edu
We propose an information-theoretic bias measurement technique through a causal
interpretation of spurious correlation, which is effective to identify the feature-level …