Hacker News
- New method identifies the root causes of statistical outliers https://www.amazon.science/blog/new-method-identifies-the-root-causes-of-statistical-outliers 53 comments
Linking pages
- ICML: Where causality meets machine learning - Amazon Science https://www.amazon.science/blog/icml-where-causality-meets-machine-learning 8 comments
- Amazon AI Research Presents A Formal Method To Locate Root Causes Of Outliers - MarkTechPost https://www.marktechpost.com/2022/07/28/amazon-ai-research-presents-a-formal-method-to-locate-root-causes-of-outliers/ 1 comment
- Causal inference when treatments are continuous variables - Amazon Science https://www.amazon.science/blog/causal-inference-when-treatments-are-continuous-variables 0 comments
- NeurIPS: Why causal-representation learning may be the future of AI - Amazon Science https://www.amazon.science/blog/neurips-why-causal-representation-learning-may-be-the-future-of-ai 0 comments
Linked pages
- WHY http://bayes.cs.ucla.edu/WHY/ 0 comments
- Determining causality in correlated time series - Amazon Science https://www.amazon.science/blog/determining-causality-in-correlated-time-series 0 comments
- Judea Pearl - Wikipedia https://en.wikipedia.org/wiki/Judea_Pearl 0 comments
- AWS contributes novel causal machine learning algorithms to DoWhy - Amazon Science https://www.amazon.science/blog/aws-contributes-novel-causal-machine-learning-algorithms-to-dowhy 0 comments
- Information theory - Wikipedia https://en.wikipedia.org/wiki/Information_theory 0 comments
- Shapley value - Wikipedia https://en.wikipedia.org/wiki/Shapley_value 0 comments
- Information content - Wikipedia https://en.wikipedia.org/wiki/Information_content 0 comments
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